├── Images ├── pic.jpg ├── heatmap-heart.png ├── heatmap-liver.png ├── heatmap-spine.png ├── heatmap-cancer.png ├── heatmap-kidney.png └── heatmap-diabeties.png ├── spine_dataset.zip ├── heart-disease-uci.zip ├── parkinson_dataset.zip ├── cardiovaskular_dataset.zip ├── chronic-kidney-disease.zip ├── Dataset ├── hepatiits_dataset.zip ├── hepatitisdata.csv ├── heart.csv ├── indian_liver_patient.csv ├── diabetes.csv ├── new_model.csv └── Dataset_spine.csv ├── breast-cancer-wisconsin-data.zip ├── indian-liver-patient-records.zip ├── pima-indians-diabetes-database.zip ├── LICENSE └── README.md /Images/pic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ksdkamesh99/ML-in-Dava/master/Images/pic.jpg -------------------------------------------------------------------------------- /spine_dataset.zip: -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/ksdkamesh99/ML-in-Dava/master/pima-indians-diabetes-database.zip -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 Kota Sai Durga Kamesh 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Machine Learning (ML) in Dava(Medicine) 2 |

3 | 4 | Logo 5 | 6 | 7 | 8 | ## 📌 Introduction:- 9 | 10 | The repository contains various python jupyter notebooks of predicting different medical diseases from various open source datasets.The following medical diseases predicted are cancer,,diabeties,kidney diseases,heart disease,liver diseases,spine using variou machine learning classification algorithms like KNN,Logistic Regression,Support Vector Machine,Decision Tree,Random Forest 11 | 12 | ## ✔✔ Accuracy ✔✔:- 13 | | Disease Name | Logistic Regression | K Nearest Neighbors | Support Vector Machine | Decision Tree | Random Forest | 14 | |-----------------------|---------------------|---------------------|-------------------------|---------------|-----------------| 15 | | Cancer | 99.12% | 96.49% | 94.73% | 92.10% | 97.36% | 16 | | Diabeties | 76.62% | 72.07% | 78.57% | 75.97% | 74.02% | 17 | | Kidney | 97.50% | 72.50% | 96.25% | 98.75% | 100.0% | 18 | | Heart | 85.24% | 73.77% | 86.88% | 85.24% | 86.88% | 19 | | Liver | 78.16% | 66.09% | 74.71% | 74.71% | 74.71% | 20 | | Spine | 83.87% | 87.09% | 85.48% | 83.87% | 83.87% | 21 | 22 | 23 | 24 | ## 🏁 Datasets Used:- 25 | 1. [Cancer Dataset](https://www.kaggle.com/uciml/breast-cancer-wisconsin-data) 26 | 27 | Heat Map of The dataset is 28 | ![](Images/heatmap-cancer.png) 29 | 30 | 2. [Pima Indians Diabeties Dataset](https://www.kaggle.com/uciml/pima-indians-diabetes-database) 31 | 32 | Heat Map of The dataset is 33 | ![](Images/heatmap-diabeties.png) 34 | 35 | 3. [Heart Disease UCI](https://www.kaggle.com/ronitf/heart-disease-uci) 36 | 37 | Heat Map of The dataset is 38 | ![](Images/heatmap-heart.png) 39 | 40 | 4. [Chronic Kidney Disease Dataset](https://www.kaggle.com/abhia1999/chronic-kidney-disease) 41 | 42 | Heat Map of The dataset is 43 | ![](Images/heatmap-kidney.png) 44 | 45 | 5. [Indian Liver Patient Records](https://www.kaggle.com/uciml/indian-liver-patient-records) 46 | 47 | Heat Map of The dataset is 48 | ![](Images/heatmap-liver.png) 49 | 50 | 51 | 5. [Lower back Spine Pain](https://www.kaggle.com/sammy123/lower-back-pain-symptoms-dataset/download) 52 | 53 | Heat Map of The dataset is 54 | ![](Images/heatmap-spine.png) 55 | 56 | ## 📧Contact:- 57 | For any kind of suggesstions/ help in models code Please mail me at ksdkamesh99@gmail.com. 58 | 59 | ## 📜 LICENSE 60 | [MIT](https://github.com/ksdkamesh99/ML-in-Dava/blob/master/LICENSE) 61 | 62 | 63 | -------------------------------------------------------------------------------- /Dataset/hepatitisdata.csv: -------------------------------------------------------------------------------- 1 | ,class,age,sex,steroid,antivirals,fatigue,malaise,anorexia,liver_big,liver_firm,spleen_palable,spiders,ascites,varices,bilirubin,alk_phosphate,sgot,albumin,protime,histology 2 | 0,2,50,1,1,2,1,2,2,1,2,2,2,2,2,0.9,135,42,3.5,?,1 3 | 1,2,78,1,2,2,1,2,2,2,2,2,2,2,2,0.7,96,32,4,?,1 4 | 2,2,31,1,?,1,2,2,2,2,2,2,2,2,2,0.7,46,52,4,80,1 5 | 3,2,34,1,2,2,2,2,2,2,2,2,2,2,2,1,?,200,4,?,1 6 | 4,2,34,1,2,2,2,2,2,2,2,2,2,2,2,0.9,95,28,4,75,1 7 | 5,1,51,1,1,2,1,2,1,2,2,1,1,2,2,?,?,?,?,?,1 8 | 6,2,23,1,2,2,2,2,2,2,2,2,2,2,2,1,?,?,?,?,1 9 | 7,2,39,1,2,2,1,2,2,2,1,2,2,2,2,0.7,?,48,4.4,?,1 10 | 8,2,30,1,2,2,2,2,2,2,2,2,2,2,2,1,?,120,3.9,?,1 11 | 9,2,39,1,1,1,2,2,2,1,1,2,2,2,2,1.3,78,30,4.4,85,1 12 | 10,2,32,1,2,1,1,2,2,2,1,2,1,2,2,1,59,249,3.7,54,1 13 | 11,2,41,1,2,1,1,2,2,2,1,2,2,2,2,0.9,81,60,3.9,52,1 14 | 12,2,30,1,2,2,1,2,2,2,1,2,2,2,2,2.2,57,144,4.9,78,1 15 | 13,2,47,1,1,1,2,2,2,2,2,2,2,2,2,?,?,60,?,?,1 16 | 14,2,38,1,1,2,1,1,1,2,2,2,2,1,2,2,72,89,2.9,46,1 17 | 15,2,66,1,2,2,1,2,2,2,2,2,2,2,2,1.2,102,53,4.3,?,1 18 | 16,2,40,1,1,2,1,2,2,2,1,2,2,2,2,0.6,62,166,4,63,1 19 | 17,2,38,1,2,2,2,2,2,2,2,2,2,2,2,0.7,53,42,4.1,85,2 20 | 18,2,38,1,1,1,2,2,2,1,1,2,2,2,2,0.7,70,28,4.2,62,1 21 | 19,2,22,2,2,1,1,2,2,2,2,2,2,2,2,0.9,48,20,4.2,64,1 22 | 20,2,27,1,2,2,1,1,1,1,1,1,1,2,2,1.2,133,98,4.1,39,1 23 | 21,2,31,1,2,2,2,2,2,2,2,2,2,2,2,1,85,20,4,100,1 24 | 22,2,42,1,2,2,2,2,2,2,2,2,2,2,2,0.9,60,63,4.7,47,1 25 | 23,2,25,2,1,1,2,2,2,2,2,2,2,2,2,0.4,45,18,4.3,70,1 26 | 24,2,27,1,1,2,1,1,2,2,2,2,2,2,2,0.8,95,46,3.8,100,1 27 | 25,2,49,1,1,1,1,1,1,2,1,2,1,2,2,0.6,85,48,3.7,?,1 28 | 26,2,58,2,2,2,1,2,2,2,1,2,1,2,2,1.4,175,55,2.7,36,1 29 | 27,2,61,1,1,2,1,2,2,1,1,2,2,2,2,1.3,78,25,3.8,100,1 30 | 28,2,51,1,1,1,1,1,2,2,2,2,2,2,2,1,78,58,4.6,52,1 31 | 29,1,39,1,1,1,1,1,2,2,1,2,2,2,2,2.3,280,98,3.8,40,1 32 | 30,1,62,1,1,2,1,1,2,?,?,2,2,2,2,1,?,60,?,?,1 33 | 31,2,41,2,2,1,1,1,1,2,2,2,2,2,2,0.7,81,53,5,74,1 34 | 32,2,26,2,1,2,2,2,2,2,1,2,2,2,2,0.5,135,29,3.8,60,1 35 | 33,2,35,1,2,2,1,2,2,2,2,2,2,2,2,0.9,58,92,4.3,73,1 36 | 34,1,37,1,2,2,1,2,2,2,2,2,1,2,2,0.6,67,28,4.2,?,1 37 | 35,2,23,1,2,2,1,1,1,2,2,1,2,2,2,1.3,194,150,4.1,90,1 38 | 36,2,20,2,1,2,1,1,1,1,1,1,1,2,2,2.3,150,68,3.9,?,1 39 | 37,2,42,1,1,2,2,2,2,2,2,2,2,2,2,1,85,14,4,100,1 40 | 38,2,65,1,2,2,1,1,2,2,1,1,1,1,2,0.3,180,53,2.9,74,2 41 | 39,2,52,1,1,1,2,2,2,2,2,2,2,2,2,0.7,75,55,4,21,1 42 | 40,2,23,1,2,2,2,2,2,?,?,?,?,?,?,4.6,56,16,4.6,?,1 43 | 41,2,33,1,2,2,2,2,2,2,2,2,2,2,2,1,46,90,4.4,60,1 44 | 42,2,56,1,1,2,1,2,2,2,2,2,2,2,2,0.7,71,18,4.4,100,1 45 | 43,2,34,1,2,2,2,2,2,2,2,2,2,2,2,?,?,86,?,?,1 46 | 44,2,28,1,2,2,1,1,2,2,2,2,2,2,2,0.7,74,110,4.4,?,1 47 | 45,2,37,1,1,2,2,2,2,2,1,2,1,2,2,0.6,80,80,3.8,?,1 48 | 46,2,28,2,2,2,1,1,2,2,1,2,2,2,2,1.8,191,420,3.3,46,1 49 | 47,2,36,1,1,2,2,2,2,2,2,1,2,2,2,0.8,85,44,4.2,85,1 50 | 48,2,38,1,2,1,1,1,1,2,2,2,1,2,2,0.7,125,65,4.2,77,1 51 | 49,2,39,1,1,2,2,2,2,2,2,2,2,2,2,0.9,85,60,4,?,1 52 | 50,2,39,1,2,2,2,2,2,2,2,2,2,2,2,1,85,20,4,?,1 53 | 51,2,44,1,2,2,2,2,2,2,2,2,2,2,2,0.6,110,145,4.4,70,1 54 | 52,2,40,1,2,1,1,2,2,2,1,1,2,2,2,1.2,85,31,4,100,1 55 | 53,2,30,1,2,2,1,2,2,2,2,2,2,2,2,0.7,50,78,4.2,74,1 56 | 54,2,37,1,1,2,1,1,1,2,2,2,2,2,2,0.8,92,59,?,?,1 57 | 55,2,34,1,1,2,?,?,?,?,?,?,?,?,?,?,?,?,?,?,1 58 | 56,2,30,1,2,1,2,2,2,2,2,2,2,2,2,0.7,52,38,3.9,52,1 59 | 57,2,64,1,2,1,1,1,2,1,1,2,2,2,2,1,80,38,4.3,74,1 60 | 58,2,45,2,1,2,1,1,2,2,2,1,2,2,2,1,85,75,?,?,1 61 | 59,2,37,1,2,2,2,2,2,2,2,2,2,2,2,0.7,26,58,4.5,100,1 62 | 60,2,32,1,2,2,2,2,2,2,2,2,2,2,2,0.7,102,64,4,90,1 63 | 61,2,32,1,2,2,1,1,1,2,2,2,1,2,1,3.5,215,54,3.4,29,1 64 | 62,2,36,1,1,2,2,2,2,1,1,1,2,2,2,0.7,164,44,3.1,41,1 65 | 63,2,49,1,2,2,1,1,2,2,2,2,2,2,2,0.8,103,43,3.5,66,1 66 | 64,2,27,1,2,2,2,2,2,2,2,2,2,2,2,0.8,?,38,4.2,?,1 67 | 65,2,56,1,1,2,2,2,2,2,2,2,2,2,2,0.7,62,33,3,?,1 68 | 66,1,57,1,2,2,1,1,1,2,2,2,1,1,2,4.1,?,48,2.6,73,1 69 | 67,2,39,1,2,2,1,2,2,2,2,2,2,2,2,1,34,15,4,54,1 70 | 68,2,44,1,1,2,1,1,2,2,2,2,2,2,2,1.6,68,68,3.7,?,1 71 | 69,2,24,1,2,2,2,2,2,2,2,2,2,2,2,0.8,82,39,4.3,?,1 72 | 70,1,34,1,1,2,1,1,2,1,1,2,1,2,2,2.8,127,182,?,?,1 73 | 71,2,51,1,2,2,1,1,1,?,?,?,?,?,?,0.9,76,271,4.4,?,1 74 | 72,2,36,1,1,2,1,1,1,2,1,2,2,2,2,1,?,45,4,57,1 75 | 73,2,50,1,2,2,2,2,2,2,2,2,2,2,2,1.5,100,100,5.3,?,1 76 | 74,2,32,1,1,1,1,1,2,2,2,2,2,2,2,1,55,45,4.1,56,1 77 | 75,1,58,1,2,2,1,2,2,1,1,1,1,2,2,2,167,242,3.3,?,1 78 | 76,2,34,2,1,1,2,2,2,2,1,2,2,2,2,0.6,30,24,4,76,1 79 | 77,2,34,1,1,2,1,2,2,1,1,2,1,2,2,1,72,46,4.4,57,1 80 | 78,2,28,1,2,2,2,2,2,2,2,2,2,2,2,0.7,85,31,4.9,?,1 81 | 79,2,23,1,2,2,1,1,1,2,2,2,2,2,2,0.8,?,14,4.8,?,1 82 | 80,2,36,1,2,2,2,2,2,2,2,2,2,2,2,0.7,62,224,4.2,100,1 83 | 81,2,30,1,1,2,2,2,2,2,2,2,2,2,2,0.7,100,31,4,100,1 84 | 82,2,67,2,1,2,1,1,2,2,2,?,?,?,?,1.5,179,69,2.9,?,1 85 | 83,2,62,2,2,2,1,1,2,2,1,2,1,2,2,1.3,141,156,3.9,58,1 86 | 84,2,28,1,1,2,1,1,1,2,1,2,2,2,2,1.6,44,123,4,46,1 87 | 85,1,44,1,1,2,1,1,2,2,2,1,2,2,1,0.9,135,55,?,41,2 88 | 86,1,30,1,2,2,1,1,1,2,1,2,1,1,1,2.5,165,64,2.8,?,2 89 | 87,1,38,1,1,2,1,1,1,2,1,2,1,1,1,1.2,118,16,2.8,?,2 90 | 88,2,38,1,1,2,1,1,1,1,1,2,2,2,2,0.6,76,18,4.4,84,2 91 | 89,2,50,2,1,2,1,2,2,1,1,1,1,2,2,0.9,230,117,3.4,41,2 92 | 90,1,42,1,1,2,1,1,1,2,2,1,1,2,1,4.6,?,55,3.3,?,2 93 | 91,2,33,1,2,2,2,2,2,?,?,2,2,2,2,1,?,60,4,?,2 94 | 92,2,52,1,1,2,2,2,2,2,2,2,2,2,2,1.5,?,69,2.9,?,2 95 | 93,1,59,1,1,2,1,1,2,2,1,1,1,2,2,1.5,107,157,3.6,38,2 96 | 94,2,40,1,1,1,1,1,1,1,1,2,2,2,2,0.6,40,69,4.2,67,2 97 | 95,2,30,1,1,2,1,1,2,2,1,2,1,2,2,0.8,147,128,3.9,100,2 98 | 96,2,44,1,1,2,1,1,2,1,1,2,1,2,2,3,114,65,3.5,?,2 99 | 97,1,47,1,2,2,2,2,2,2,2,2,1,2,1,2,84,23,4.2,66,2 100 | 98,2,60,1,1,2,1,2,2,1,1,1,1,2,2,?,?,40,?,?,2 101 | 99,1,48,1,1,2,1,1,2,2,1,2,1,1,1,4.8,123,157,2.7,31,2 102 | 100,2,22,1,2,2,2,2,2,2,2,2,2,2,2,0.7,?,24,?,?,2 103 | 101,2,27,1,1,2,1,2,2,2,1,2,2,2,2,2.4,168,227,3,66,2 104 | 102,2,51,1,1,2,1,1,1,2,1,1,1,2,1,4.6,215,269,3.9,51,2 105 | 103,1,47,1,2,2,1,1,2,2,1,2,2,1,1,1.7,86,20,2.1,46,2 106 | 104,2,25,1,2,2,2,2,2,2,2,2,2,2,2,0.6,?,34,6.4,?,2 107 | 105,1,35,1,1,2,1,2,2,?,?,1,1,1,2,1.5,138,58,2.6,?,2 108 | 106,2,45,1,1,2,1,1,1,2,2,2,2,2,2,2.3,?,648,?,?,2 109 | 107,2,54,1,1,1,2,2,2,1,1,2,2,2,2,1,155,225,3.6,67,2 110 | 108,1,33,1,1,2,1,1,2,2,2,2,2,1,2,0.7,63,80,3,31,2 111 | 109,2,7,1,2,2,2,2,2,2,1,1,2,2,2,0.7,256,25,4.2,?,2 112 | 110,1,42,1,1,1,1,1,2,2,2,2,1,2,2,0.5,62,68,3.8,29,2 113 | 111,2,52,1,1,2,1,2,2,2,2,2,2,2,2,1,85,30,4,?,2 114 | 112,2,45,1,1,2,1,2,2,2,1,1,2,2,2,1.2,81,65,3,?,1 115 | 113,2,36,1,1,2,2,2,2,2,2,2,2,2,2,1.1,141,75,3.3,?,2 116 | 114,2,69,2,2,2,1,2,2,2,2,2,2,2,2,3.2,119,136,?,?,2 117 | 115,2,24,1,1,2,1,2,2,2,2,2,2,2,2,1,?,34,4.1,?,2 118 | 116,2,50,1,2,2,2,2,2,2,2,2,2,2,2,1,139,81,3.9,62,2 119 | 117,1,61,1,1,2,1,1,2,?,?,2,1,2,2,?,?,?,?,?,2 120 | 118,2,54,1,2,2,1,2,2,1,1,2,2,2,2,3.2,85,28,3.8,?,2 121 | 119,1,56,1,1,2,1,1,1,1,1,2,1,2,2,2.9,90,153,4,?,2 122 | 120,2,20,1,1,2,1,1,1,2,2,2,1,1,2,1,160,118,2.9,23,2 123 | 121,2,42,1,2,2,2,2,2,2,2,1,2,2,2,1.5,85,40,?,?,2 124 | 122,2,37,1,1,2,1,2,2,2,2,2,1,2,2,0.9,?,231,4.3,?,2 125 | 123,2,50,1,2,2,2,2,2,2,1,1,1,2,2,1,85,75,4,72,2 126 | 124,2,34,2,2,2,1,1,1,1,1,2,1,2,2,0.7,70,24,4.1,100,2 127 | 125,2,28,1,2,2,1,1,1,?,?,2,1,1,2,1,?,20,4,?,2 128 | 126,1,50,1,2,2,1,2,2,2,1,1,2,1,1,2.8,155,75,2.4,32,2 129 | 127,2,54,1,1,2,1,1,2,2,2,2,2,1,2,1.2,85,92,3.1,66,2 130 | 128,1,57,1,1,2,1,1,2,2,2,2,1,1,2,4.6,82,55,3.3,30,2 131 | 129,2,54,1,2,2,2,2,2,2,2,2,2,2,2,1,85,30,4.5,0,2 132 | 130,1,31,1,1,2,1,1,1,2,2,1,2,2,2,8,?,101,2.2,?,2 133 | 131,2,48,1,2,2,1,1,1,2,1,2,1,2,2,2,158,278,3.8,?,2 134 | 132,2,72,1,2,1,1,2,2,2,1,2,2,2,2,1,115,52,3.4,50,2 135 | 133,1,38,1,1,2,2,2,2,2,1,2,2,2,2,0.4,243,49,3.8,90,2 136 | 134,2,25,1,2,2,1,2,2,1,1,1,1,1,1,1.3,181,181,4.5,57,2 137 | 135,2,51,1,2,2,2,2,2,1,1,2,1,2,2,0.8,?,33,4.5,?,2 138 | 136,2,38,1,2,2,2,2,2,2,1,2,1,2,1,1.6,130,140,3.5,56,2 139 | 137,1,47,1,2,2,1,1,2,2,1,2,1,1,1,1,166,30,2.6,31,2 140 | 138,2,45,1,2,1,2,2,2,2,2,2,2,2,2,1.3,85,44,4.2,85,2 141 | 139,2,36,1,1,2,1,1,1,1,1,2,1,2,1,1.7,295,60,2.7,?,2 142 | 140,1,54,1,1,2,1,1,2,?,?,1,2,1,2,3.9,120,28,3.5,43,2 143 | 141,2,51,1,2,2,1,2,2,2,1,1,1,2,1,1,?,20,3,63,2 144 | 142,1,49,1,1,2,1,1,2,2,2,1,1,2,2,1.4,85,70,3.5,35,2 145 | 143,1,45,1,2,2,1,1,1,2,2,2,1,1,2,1.9,?,114,2.4,?,2 146 | 144,2,31,1,1,2,1,2,2,2,2,2,2,2,2,1.2,75,173,4.2,54,2 147 | 145,1,41,1,2,2,1,2,2,2,1,1,1,2,1,4.2,65,120,3.4,?,2 148 | 146,1,70,1,1,2,1,1,1,?,?,?,?,?,?,1.7,109,528,2.8,35,2 149 | 147,2,20,1,1,2,2,2,2,2,?,2,2,2,2,0.9,89,152,4,?,2 150 | 148,2,36,1,2,2,2,2,2,2,2,2,2,2,2,0.6,120,30,4,?,2 151 | 149,1,46,1,2,2,1,1,1,2,2,2,1,1,1,7.6,?,242,3.3,50,2 152 | 150,2,44,1,2,2,1,2,2,2,1,2,2,2,2,0.9,126,142,4.3,?,2 153 | 151,2,61,1,1,2,1,1,2,1,1,2,1,2,2,0.8,75,20,4.1,?,2 154 | 152,2,53,2,1,2,1,2,2,2,2,1,1,2,1,1.5,81,19,4.1,48,2 155 | 153,1,43,1,2,2,1,2,2,2,2,1,1,1,2,1.2,100,19,3.1,42,2 156 | -------------------------------------------------------------------------------- /Dataset/heart.csv: -------------------------------------------------------------------------------- 1 | age,sex,cp,trestbps,chol,fbs,restecg,thalach,exang,oldpeak,slope,ca,thal,target 2 | 63,1,3,145,233,1,0,150,0,2.3,0,0,1,1 3 | 37,1,2,130,250,0,1,187,0,3.5,0,0,2,1 4 | 41,0,1,130,204,0,0,172,0,1.4,2,0,2,1 5 | 56,1,1,120,236,0,1,178,0,0.8,2,0,2,1 6 | 57,0,0,120,354,0,1,163,1,0.6,2,0,2,1 7 | 57,1,0,140,192,0,1,148,0,0.4,1,0,1,1 8 | 56,0,1,140,294,0,0,153,0,1.3,1,0,2,1 9 | 44,1,1,120,263,0,1,173,0,0,2,0,3,1 10 | 52,1,2,172,199,1,1,162,0,0.5,2,0,3,1 11 | 57,1,2,150,168,0,1,174,0,1.6,2,0,2,1 12 | 54,1,0,140,239,0,1,160,0,1.2,2,0,2,1 13 | 48,0,2,130,275,0,1,139,0,0.2,2,0,2,1 14 | 49,1,1,130,266,0,1,171,0,0.6,2,0,2,1 15 | 64,1,3,110,211,0,0,144,1,1.8,1,0,2,1 16 | 58,0,3,150,283,1,0,162,0,1,2,0,2,1 17 | 50,0,2,120,219,0,1,158,0,1.6,1,0,2,1 18 | 58,0,2,120,340,0,1,172,0,0,2,0,2,1 19 | 66,0,3,150,226,0,1,114,0,2.6,0,0,2,1 20 | 43,1,0,150,247,0,1,171,0,1.5,2,0,2,1 21 | 69,0,3,140,239,0,1,151,0,1.8,2,2,2,1 22 | 59,1,0,135,234,0,1,161,0,0.5,1,0,3,1 23 | 44,1,2,130,233,0,1,179,1,0.4,2,0,2,1 24 | 42,1,0,140,226,0,1,178,0,0,2,0,2,1 25 | 61,1,2,150,243,1,1,137,1,1,1,0,2,1 26 | 40,1,3,140,199,0,1,178,1,1.4,2,0,3,1 27 | 71,0,1,160,302,0,1,162,0,0.4,2,2,2,1 28 | 59,1,2,150,212,1,1,157,0,1.6,2,0,2,1 29 | 51,1,2,110,175,0,1,123,0,0.6,2,0,2,1 30 | 65,0,2,140,417,1,0,157,0,0.8,2,1,2,1 31 | 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34,0,1,118,210,0,1,192,0,0.7,2,0,2,1 128 | 47,1,0,112,204,0,1,143,0,0.1,2,0,2,1 129 | 67,0,2,152,277,0,1,172,0,0,2,1,2,1 130 | 52,0,2,136,196,0,0,169,0,0.1,1,0,2,1 131 | 74,0,1,120,269,0,0,121,1,0.2,2,1,2,1 132 | 54,0,2,160,201,0,1,163,0,0,2,1,2,1 133 | 49,0,1,134,271,0,1,162,0,0,1,0,2,1 134 | 42,1,1,120,295,0,1,162,0,0,2,0,2,1 135 | 41,1,1,110,235,0,1,153,0,0,2,0,2,1 136 | 41,0,1,126,306,0,1,163,0,0,2,0,2,1 137 | 49,0,0,130,269,0,1,163,0,0,2,0,2,1 138 | 60,0,2,120,178,1,1,96,0,0,2,0,2,1 139 | 62,1,1,128,208,1,0,140,0,0,2,0,2,1 140 | 57,1,0,110,201,0,1,126,1,1.5,1,0,1,1 141 | 64,1,0,128,263,0,1,105,1,0.2,1,1,3,1 142 | 51,0,2,120,295,0,0,157,0,0.6,2,0,2,1 143 | 43,1,0,115,303,0,1,181,0,1.2,1,0,2,1 144 | 42,0,2,120,209,0,1,173,0,0,1,0,2,1 145 | 67,0,0,106,223,0,1,142,0,0.3,2,2,2,1 146 | 76,0,2,140,197,0,2,116,0,1.1,1,0,2,1 147 | 70,1,1,156,245,0,0,143,0,0,2,0,2,1 148 | 44,0,2,118,242,0,1,149,0,0.3,1,1,2,1 149 | 60,0,3,150,240,0,1,171,0,0.9,2,0,2,1 150 | 44,1,2,120,226,0,1,169,0,0,2,0,2,1 151 | 42,1,2,130,180,0,1,150,0,0,2,0,2,1 152 | 66,1,0,160,228,0,0,138,0,2.3,2,0,1,1 153 | 71,0,0,112,149,0,1,125,0,1.6,1,0,2,1 154 | 64,1,3,170,227,0,0,155,0,0.6,1,0,3,1 155 | 66,0,2,146,278,0,0,152,0,0,1,1,2,1 156 | 39,0,2,138,220,0,1,152,0,0,1,0,2,1 157 | 58,0,0,130,197,0,1,131,0,0.6,1,0,2,1 158 | 47,1,2,130,253,0,1,179,0,0,2,0,2,1 159 | 35,1,1,122,192,0,1,174,0,0,2,0,2,1 160 | 58,1,1,125,220,0,1,144,0,0.4,1,4,3,1 161 | 56,1,1,130,221,0,0,163,0,0,2,0,3,1 162 | 56,1,1,120,240,0,1,169,0,0,0,0,2,1 163 | 55,0,1,132,342,0,1,166,0,1.2,2,0,2,1 164 | 41,1,1,120,157,0,1,182,0,0,2,0,2,1 165 | 38,1,2,138,175,0,1,173,0,0,2,4,2,1 166 | 38,1,2,138,175,0,1,173,0,0,2,4,2,1 167 | 67,1,0,160,286,0,0,108,1,1.5,1,3,2,0 168 | 67,1,0,120,229,0,0,129,1,2.6,1,2,3,0 169 | 62,0,0,140,268,0,0,160,0,3.6,0,2,2,0 170 | 63,1,0,130,254,0,0,147,0,1.4,1,1,3,0 171 | 53,1,0,140,203,1,0,155,1,3.1,0,0,3,0 172 | 56,1,2,130,256,1,0,142,1,0.6,1,1,1,0 173 | 48,1,1,110,229,0,1,168,0,1,0,0,3,0 174 | 58,1,1,120,284,0,0,160,0,1.8,1,0,2,0 175 | 58,1,2,132,224,0,0,173,0,3.2,2,2,3,0 176 | 60,1,0,130,206,0,0,132,1,2.4,1,2,3,0 177 | 40,1,0,110,167,0,0,114,1,2,1,0,3,0 178 | 60,1,0,117,230,1,1,160,1,1.4,2,2,3,0 179 | 64,1,2,140,335,0,1,158,0,0,2,0,2,0 180 | 43,1,0,120,177,0,0,120,1,2.5,1,0,3,0 181 | 57,1,0,150,276,0,0,112,1,0.6,1,1,1,0 182 | 55,1,0,132,353,0,1,132,1,1.2,1,1,3,0 183 | 65,0,0,150,225,0,0,114,0,1,1,3,3,0 184 | 61,0,0,130,330,0,0,169,0,0,2,0,2,0 185 | 58,1,2,112,230,0,0,165,0,2.5,1,1,3,0 186 | 50,1,0,150,243,0,0,128,0,2.6,1,0,3,0 187 | 44,1,0,112,290,0,0,153,0,0,2,1,2,0 188 | 60,1,0,130,253,0,1,144,1,1.4,2,1,3,0 189 | 54,1,0,124,266,0,0,109,1,2.2,1,1,3,0 190 | 50,1,2,140,233,0,1,163,0,0.6,1,1,3,0 191 | 41,1,0,110,172,0,0,158,0,0,2,0,3,0 192 | 51,0,0,130,305,0,1,142,1,1.2,1,0,3,0 193 | 58,1,0,128,216,0,0,131,1,2.2,1,3,3,0 194 | 54,1,0,120,188,0,1,113,0,1.4,1,1,3,0 195 | 60,1,0,145,282,0,0,142,1,2.8,1,2,3,0 196 | 60,1,2,140,185,0,0,155,0,3,1,0,2,0 197 | 59,1,0,170,326,0,0,140,1,3.4,0,0,3,0 198 | 46,1,2,150,231,0,1,147,0,3.6,1,0,2,0 199 | 67,1,0,125,254,1,1,163,0,0.2,1,2,3,0 200 | 62,1,0,120,267,0,1,99,1,1.8,1,2,3,0 201 | 65,1,0,110,248,0,0,158,0,0.6,2,2,1,0 202 | 44,1,0,110,197,0,0,177,0,0,2,1,2,0 203 | 60,1,0,125,258,0,0,141,1,2.8,1,1,3,0 204 | 58,1,0,150,270,0,0,111,1,0.8,2,0,3,0 205 | 68,1,2,180,274,1,0,150,1,1.6,1,0,3,0 206 | 62,0,0,160,164,0,0,145,0,6.2,0,3,3,0 207 | 52,1,0,128,255,0,1,161,1,0,2,1,3,0 208 | 59,1,0,110,239,0,0,142,1,1.2,1,1,3,0 209 | 60,0,0,150,258,0,0,157,0,2.6,1,2,3,0 210 | 49,1,2,120,188,0,1,139,0,2,1,3,3,0 211 | 59,1,0,140,177,0,1,162,1,0,2,1,3,0 212 | 57,1,2,128,229,0,0,150,0,0.4,1,1,3,0 213 | 61,1,0,120,260,0,1,140,1,3.6,1,1,3,0 214 | 39,1,0,118,219,0,1,140,0,1.2,1,0,3,0 215 | 61,0,0,145,307,0,0,146,1,1,1,0,3,0 216 | 56,1,0,125,249,1,0,144,1,1.2,1,1,2,0 217 | 43,0,0,132,341,1,0,136,1,3,1,0,3,0 218 | 62,0,2,130,263,0,1,97,0,1.2,1,1,3,0 219 | 63,1,0,130,330,1,0,132,1,1.8,2,3,3,0 220 | 65,1,0,135,254,0,0,127,0,2.8,1,1,3,0 221 | 48,1,0,130,256,1,0,150,1,0,2,2,3,0 222 | 63,0,0,150,407,0,0,154,0,4,1,3,3,0 223 | 55,1,0,140,217,0,1,111,1,5.6,0,0,3,0 224 | 65,1,3,138,282,1,0,174,0,1.4,1,1,2,0 225 | 56,0,0,200,288,1,0,133,1,4,0,2,3,0 226 | 54,1,0,110,239,0,1,126,1,2.8,1,1,3,0 227 | 70,1,0,145,174,0,1,125,1,2.6,0,0,3,0 228 | 62,1,1,120,281,0,0,103,0,1.4,1,1,3,0 229 | 35,1,0,120,198,0,1,130,1,1.6,1,0,3,0 230 | 59,1,3,170,288,0,0,159,0,0.2,1,0,3,0 231 | 64,1,2,125,309,0,1,131,1,1.8,1,0,3,0 232 | 47,1,2,108,243,0,1,152,0,0,2,0,2,0 233 | 57,1,0,165,289,1,0,124,0,1,1,3,3,0 234 | 55,1,0,160,289,0,0,145,1,0.8,1,1,3,0 235 | 64,1,0,120,246,0,0,96,1,2.2,0,1,2,0 236 | 70,1,0,130,322,0,0,109,0,2.4,1,3,2,0 237 | 51,1,0,140,299,0,1,173,1,1.6,2,0,3,0 238 | 58,1,0,125,300,0,0,171,0,0,2,2,3,0 239 | 60,1,0,140,293,0,0,170,0,1.2,1,2,3,0 240 | 77,1,0,125,304,0,0,162,1,0,2,3,2,0 241 | 35,1,0,126,282,0,0,156,1,0,2,0,3,0 242 | 70,1,2,160,269,0,1,112,1,2.9,1,1,3,0 243 | 59,0,0,174,249,0,1,143,1,0,1,0,2,0 244 | 64,1,0,145,212,0,0,132,0,2,1,2,1,0 245 | 57,1,0,152,274,0,1,88,1,1.2,1,1,3,0 246 | 56,1,0,132,184,0,0,105,1,2.1,1,1,1,0 247 | 48,1,0,124,274,0,0,166,0,0.5,1,0,3,0 248 | 56,0,0,134,409,0,0,150,1,1.9,1,2,3,0 249 | 66,1,1,160,246,0,1,120,1,0,1,3,1,0 250 | 54,1,1,192,283,0,0,195,0,0,2,1,3,0 251 | 69,1,2,140,254,0,0,146,0,2,1,3,3,0 252 | 51,1,0,140,298,0,1,122,1,4.2,1,3,3,0 253 | 43,1,0,132,247,1,0,143,1,0.1,1,4,3,0 254 | 62,0,0,138,294,1,1,106,0,1.9,1,3,2,0 255 | 67,1,0,100,299,0,0,125,1,0.9,1,2,2,0 256 | 59,1,3,160,273,0,0,125,0,0,2,0,2,0 257 | 45,1,0,142,309,0,0,147,1,0,1,3,3,0 258 | 58,1,0,128,259,0,0,130,1,3,1,2,3,0 259 | 50,1,0,144,200,0,0,126,1,0.9,1,0,3,0 260 | 62,0,0,150,244,0,1,154,1,1.4,1,0,2,0 261 | 38,1,3,120,231,0,1,182,1,3.8,1,0,3,0 262 | 66,0,0,178,228,1,1,165,1,1,1,2,3,0 263 | 52,1,0,112,230,0,1,160,0,0,2,1,2,0 264 | 53,1,0,123,282,0,1,95,1,2,1,2,3,0 265 | 63,0,0,108,269,0,1,169,1,1.8,1,2,2,0 266 | 54,1,0,110,206,0,0,108,1,0,1,1,2,0 267 | 66,1,0,112,212,0,0,132,1,0.1,2,1,2,0 268 | 55,0,0,180,327,0,2,117,1,3.4,1,0,2,0 269 | 49,1,2,118,149,0,0,126,0,0.8,2,3,2,0 270 | 54,1,0,122,286,0,0,116,1,3.2,1,2,2,0 271 | 56,1,0,130,283,1,0,103,1,1.6,0,0,3,0 272 | 46,1,0,120,249,0,0,144,0,0.8,2,0,3,0 273 | 61,1,3,134,234,0,1,145,0,2.6,1,2,2,0 274 | 67,1,0,120,237,0,1,71,0,1,1,0,2,0 275 | 58,1,0,100,234,0,1,156,0,0.1,2,1,3,0 276 | 47,1,0,110,275,0,0,118,1,1,1,1,2,0 277 | 52,1,0,125,212,0,1,168,0,1,2,2,3,0 278 | 58,1,0,146,218,0,1,105,0,2,1,1,3,0 279 | 57,1,1,124,261,0,1,141,0,0.3,2,0,3,0 280 | 58,0,1,136,319,1,0,152,0,0,2,2,2,0 281 | 61,1,0,138,166,0,0,125,1,3.6,1,1,2,0 282 | 42,1,0,136,315,0,1,125,1,1.8,1,0,1,0 283 | 52,1,0,128,204,1,1,156,1,1,1,0,0,0 284 | 59,1,2,126,218,1,1,134,0,2.2,1,1,1,0 285 | 40,1,0,152,223,0,1,181,0,0,2,0,3,0 286 | 61,1,0,140,207,0,0,138,1,1.9,2,1,3,0 287 | 46,1,0,140,311,0,1,120,1,1.8,1,2,3,0 288 | 59,1,3,134,204,0,1,162,0,0.8,2,2,2,0 289 | 57,1,1,154,232,0,0,164,0,0,2,1,2,0 290 | 57,1,0,110,335,0,1,143,1,3,1,1,3,0 291 | 55,0,0,128,205,0,2,130,1,2,1,1,3,0 292 | 61,1,0,148,203,0,1,161,0,0,2,1,3,0 293 | 58,1,0,114,318,0,2,140,0,4.4,0,3,1,0 294 | 58,0,0,170,225,1,0,146,1,2.8,1,2,1,0 295 | 67,1,2,152,212,0,0,150,0,0.8,1,0,3,0 296 | 44,1,0,120,169,0,1,144,1,2.8,0,0,1,0 297 | 63,1,0,140,187,0,0,144,1,4,2,2,3,0 298 | 63,0,0,124,197,0,1,136,1,0,1,0,2,0 299 | 59,1,0,164,176,1,0,90,0,1,1,2,1,0 300 | 57,0,0,140,241,0,1,123,1,0.2,1,0,3,0 301 | 45,1,3,110,264,0,1,132,0,1.2,1,0,3,0 302 | 68,1,0,144,193,1,1,141,0,3.4,1,2,3,0 303 | 57,1,0,130,131,0,1,115,1,1.2,1,1,3,0 304 | 57,0,1,130,236,0,0,174,0,0,1,1,2,0 305 | -------------------------------------------------------------------------------- /Dataset/indian_liver_patient.csv: -------------------------------------------------------------------------------- 1 | Age,Gender,Total_Bilirubin,Direct_Bilirubin,Alkaline_Phosphotase,Alamine_Aminotransferase,Aspartate_Aminotransferase,Total_Protiens,Albumin,Albumin_and_Globulin_Ratio,Dataset 2 | 65,Female,0.7,0.1,187,16,18,6.8,3.3,0.9,1 3 | 62,Male,10.9,5.5,699,64,100,7.5,3.2,0.74,1 4 | 62,Male,7.3,4.1,490,60,68,7,3.3,0.89,1 5 | 58,Male,1,0.4,182,14,20,6.8,3.4,1,1 6 | 72,Male,3.9,2,195,27,59,7.3,2.4,0.4,1 7 | 46,Male,1.8,0.7,208,19,14,7.6,4.4,1.3,1 8 | 26,Female,0.9,0.2,154,16,12,7,3.5,1,1 9 | 29,Female,0.9,0.3,202,14,11,6.7,3.6,1.1,1 10 | 17,Male,0.9,0.3,202,22,19,7.4,4.1,1.2,2 11 | 55,Male,0.7,0.2,290,53,58,6.8,3.4,1,1 12 | 57,Male,0.6,0.1,210,51,59,5.9,2.7,0.8,1 13 | 72,Male,2.7,1.3,260,31,56,7.4,3,0.6,1 14 | 64,Male,0.9,0.3,310,61,58,7,3.4,0.9,2 15 | 74,Female,1.1,0.4,214,22,30,8.1,4.1,1,1 16 | 61,Male,0.7,0.2,145,53,41,5.8,2.7,0.87,1 17 | 25,Male,0.6,0.1,183,91,53,5.5,2.3,0.7,2 18 | 38,Male,1.8,0.8,342,168,441,7.6,4.4,1.3,1 19 | 33,Male,1.6,0.5,165,15,23,7.3,3.5,0.92,2 20 | 40,Female,0.9,0.3,293,232,245,6.8,3.1,0.8,1 21 | 40,Female,0.9,0.3,293,232,245,6.8,3.1,0.8,1 22 | 51,Male,2.2,1,610,17,28,7.3,2.6,0.55,1 23 | 51,Male,2.9,1.3,482,22,34,7,2.4,0.5,1 24 | 62,Male,6.8,3,542,116,66,6.4,3.1,0.9,1 25 | 40,Male,1.9,1,231,16,55,4.3,1.6,0.6,1 26 | 63,Male,0.9,0.2,194,52,45,6,3.9,1.85,2 27 | 34,Male,4.1,2,289,875,731,5,2.7,1.1,1 28 | 34,Male,4.1,2,289,875,731,5,2.7,1.1,1 29 | 34,Male,6.2,3,240,1680,850,7.2,4,1.2,1 30 | 20,Male,1.1,0.5,128,20,30,3.9,1.9,0.95,2 31 | 84,Female,0.7,0.2,188,13,21,6,3.2,1.1,2 32 | 57,Male,4,1.9,190,45,111,5.2,1.5,0.4,1 33 | 52,Male,0.9,0.2,156,35,44,4.9,2.9,1.4,1 34 | 57,Male,1,0.3,187,19,23,5.2,2.9,1.2,2 35 | 38,Female,2.6,1.2,410,59,57,5.6,3,0.8,2 36 | 38,Female,2.6,1.2,410,59,57,5.6,3,0.8,2 37 | 30,Male,1.3,0.4,482,102,80,6.9,3.3,0.9,1 38 | 17,Female,0.7,0.2,145,18,36,7.2,3.9,1.18,2 39 | 46,Female,14.2,7.8,374,38,77,4.3,2,0.8,1 40 | 48,Male,1.4,0.6,263,38,66,5.8,2.2,0.61,1 41 | 47,Male,2.7,1.3,275,123,73,6.2,3.3,1.1,1 42 | 45,Male,2.4,1.1,168,33,50,5.1,2.6,1,1 43 | 62,Male,0.6,0.1,160,42,110,4.9,2.6,1.1,2 44 | 42,Male,6.8,3.2,630,25,47,6.1,2.3,0.6,2 45 | 50,Male,2.6,1.2,415,407,576,6.4,3.2,1,1 46 | 85,Female,1,0.3,208,17,15,7,3.6,1,2 47 | 35,Male,1.8,0.6,275,48,178,6.5,3.2,0.9,2 48 | 21,Male,3.9,1.8,150,36,27,6.8,3.9,1.34,1 49 | 40,Male,1.1,0.3,230,1630,960,4.9,2.8,1.3,1 50 | 32,Female,0.6,0.1,176,39,28,6,3,1,1 51 | 55,Male,18.4,8.8,206,64,178,6.2,1.8,0.4,1 52 | 45,Female,0.7,0.2,170,21,14,5.7,2.5,0.7,1 53 | 34,Female,0.6,0.1,161,15,19,6.6,3.4,1,1 54 | 38,Male,3.1,1.6,253,80,406,6.8,3.9,1.3,1 55 | 38,Male,1.1,0.3,198,86,150,6.3,3.5,1.2,1 56 | 42,Male,8.9,4.5,272,31,61,5.8,2,0.5,1 57 | 42,Male,8.9,4.5,272,31,61,5.8,2,0.5,1 58 | 33,Male,0.8,0.2,198,26,23,8,4,1,2 59 | 48,Female,0.9,0.2,175,24,54,5.5,2.7,0.9,2 60 | 51,Male,0.8,0.2,367,42,18,5.2,2,0.6,1 61 | 64,Male,1.1,0.5,145,20,24,5.5,3.2,1.39,2 62 | 31,Female,0.8,0.2,158,21,16,6,3,1,1 63 | 58,Male,1,0.5,158,37,43,7.2,3.6,1,1 64 | 58,Male,1,0.5,158,37,43,7.2,3.6,1,1 65 | 57,Male,0.7,0.2,208,35,97,5.1,2.1,0.7,1 66 | 57,Male,1.3,0.4,259,40,86,6.5,2.5,0.6,1 67 | 57,Male,1.4,0.7,470,62,88,5.6,2.5,0.8,1 68 | 54,Male,2.2,1.2,195,55,95,6,3.7,1.6,1 69 | 37,Male,1.8,0.8,215,53,58,6.4,3.8,1.4,1 70 | 66,Male,0.7,0.2,239,27,26,6.3,3.7,1.4,1 71 | 60,Male,0.8,0.2,215,24,17,6.3,3,0.9,2 72 | 19,Female,0.7,0.2,186,166,397,5.5,3,1.2,1 73 | 75,Female,0.8,0.2,188,20,29,4.4,1.8,0.6,1 74 | 75,Female,0.8,0.2,205,27,24,4.4,2,0.8,1 75 | 52,Male,0.6,0.1,171,22,16,6.6,3.6,1.2,1 76 | 68,Male,0.7,0.1,145,20,22,5.8,2.9,1,1 77 | 29,Female,0.7,0.1,162,52,41,5.2,2.5,0.9,2 78 | 31,Male,0.9,0.2,518,189,17,5.3,2.3,0.7,1 79 | 68,Female,0.6,0.1,1620,95,127,4.6,2.1,0.8,1 80 | 70,Male,1.4,0.6,146,12,24,6.2,3.8,1.58,2 81 | 58,Female,2.8,1.3,670,48,79,4.7,1.6,0.5,1 82 | 58,Female,2.4,1.1,915,60,142,4.7,1.8,0.6,1 83 | 29,Male,1,0.3,75,25,26,5.1,2.9,1.3,1 84 | 49,Male,0.7,0.1,148,14,12,5.4,2.8,1,2 85 | 33,Male,2,1,258,194,152,5.4,3,1.25,1 86 | 32,Male,0.6,0.1,237,45,31,7.5,4.3,1.34,1 87 | 14,Male,1.4,0.5,269,58,45,6.7,3.9,1.4,1 88 | 13,Male,0.6,0.1,320,28,56,7.2,3.6,1,2 89 | 58,Male,0.8,0.2,298,33,59,6.2,3.1,1,1 90 | 18,Male,0.6,0.2,538,33,34,7.5,3.2,0.7,1 91 | 60,Male,4,1.9,238,119,350,7.1,3.3,0.8,1 92 | 60,Male,5.7,2.8,214,412,850,7.3,3.2,0.78,1 93 | 60,Male,6.8,3.2,308,404,794,6.8,3,0.7,1 94 | 60,Male,8.6,4,298,412,850,7.4,3,0.6,1 95 | 60,Male,5.8,2.7,204,220,400,7,3,0.7,1 96 | 60,Male,5.2,2.4,168,126,202,6.8,2.9,0.7,1 97 | 75,Male,0.9,0.2,282,25,23,4.4,2.2,1,1 98 | 39,Male,3.8,1.5,298,102,630,7.1,3.3,0.8,1 99 | 39,Male,6.6,3,215,190,950,4,1.7,0.7,1 100 | 18,Male,0.6,0.1,265,97,161,5.9,3.1,1.1,1 101 | 18,Male,0.7,0.1,312,308,405,6.9,3.7,1.1,1 102 | 27,Male,0.6,0.2,161,27,28,3.7,1.6,0.76,2 103 | 27,Male,0.7,0.2,243,21,23,5.3,2.3,0.7,2 104 | 17,Male,0.9,0.2,224,36,45,6.9,4.2,1.55,1 105 | 55,Female,0.8,0.2,225,14,23,6.1,3.3,1.2,2 106 | 63,Male,0.5,0.1,170,21,28,5.5,2.5,0.8,1 107 | 36,Male,5.3,2.3,145,32,92,5.1,2.6,1,2 108 | 36,Male,5.3,2.3,145,32,92,5.1,2.6,1,2 109 | 36,Male,0.8,0.2,158,29,39,6,2.2,0.5,2 110 | 36,Male,0.8,0.2,158,29,39,6,2.2,0.5,2 111 | 36,Male,0.9,0.1,486,25,34,5.9,2.8,0.9,2 112 | 24,Female,0.7,0.2,188,11,10,5.5,2.3,0.71,2 113 | 48,Male,3.2,1.6,257,33,116,5.7,2.2,0.62,1 114 | 27,Male,1.2,0.4,179,63,39,6.1,3.3,1.1,2 115 | 74,Male,0.6,0.1,272,24,98,5,2,0.6,1 116 | 50,Male,5.8,3,661,181,285,5.7,2.3,0.67,2 117 | 50,Male,7.3,3.6,1580,88,64,5.6,2.3,0.6,2 118 | 48,Male,0.7,0.1,1630,74,149,5.3,2,0.6,1 119 | 32,Male,12.7,6.2,194,2000,2946,5.7,3.3,1.3,1 120 | 32,Male,15.9,7,280,1350,1600,5.6,2.8,1,1 121 | 32,Male,18,8.2,298,1250,1050,5.4,2.6,0.9,1 122 | 32,Male,23,11.3,300,482,275,7.1,3.5,0.9,1 123 | 32,Male,22.7,10.2,290,322,113,6.6,2.8,0.7,1 124 | 58,Male,1.7,0.8,188,60,84,5.9,3.5,1.4,2 125 | 64,Female,0.8,0.2,178,17,18,6.3,3.1,0.9,1 126 | 28,Male,0.6,0.1,177,36,29,6.9,4.1,1.4,2 127 | 60,Male,1.8,0.5,201,45,25,3.9,1.7,0.7,2 128 | 48,Male,5.8,2.5,802,133,88,6,2.8,0.8,1 129 | 64,Male,3,1.4,248,46,40,6.5,3.2,0.9,1 130 | 58,Female,1.7,0.8,1896,61,83,8,3.9,0.95,1 131 | 45,Male,2.8,1.7,263,57,65,5.1,2.3,0.8,1 132 | 45,Male,3.2,1.4,512,50,58,6,2.7,0.8,1 133 | 70,Female,0.7,0.2,237,18,28,5.8,2.5,0.75,2 134 | 18,Female,0.8,0.2,199,34,31,6.5,3.5,1.16,2 135 | 53,Male,0.9,0.4,238,17,14,6.6,2.9,0.8,1 136 | 18,Male,1.8,0.7,178,35,36,6.8,3.6,1.1,1 137 | 66,Male,11.3,5.6,1110,1250,4929,7,2.4,0.5,1 138 | 46,Female,4.7,2.2,310,62,90,6.4,2.5,0.6,1 139 | 18,Male,0.8,0.2,282,72,140,5.5,2.5,0.8,1 140 | 18,Male,0.8,0.2,282,72,140,5.5,2.5,0.8,1 141 | 15,Male,0.8,0.2,380,25,66,6.1,3.7,1.5,1 142 | 60,Male,0.6,0.1,186,20,21,6.2,3.3,1.1,2 143 | 66,Female,4.2,2.1,159,15,30,7.1,2.2,0.4,1 144 | 30,Male,1.6,0.4,332,84,139,5.6,2.7,0.9,1 145 | 30,Male,1.6,0.4,332,84,139,5.6,2.7,0.9,1 146 | 45,Female,3.5,1.5,189,63,87,5.6,2.9,1,1 147 | 65,Male,0.8,0.2,201,18,22,5.4,2.9,1.1,2 148 | 66,Female,2.9,1.3,168,21,38,5.5,1.8,0.4,1 149 | 65,Male,0.7,0.1,392,20,30,5.3,2.8,1.1,1 150 | 50,Male,0.9,0.2,202,20,26,7.2,4.5,1.66,1 151 | 60,Male,0.8,0.2,286,21,27,7.1,4,1.2,1 152 | 56,Male,1.1,0.5,180,30,42,6.9,3.8,1.2,2 153 | 50,Male,1.6,0.8,218,18,20,5.9,2.9,0.96,1 154 | 46,Female,0.8,0.2,182,20,40,6,2.9,0.9,1 155 | 52,Male,0.6,0.1,178,26,27,6.5,3.6,1.2,2 156 | 34,Male,5.9,2.5,290,45,233,5.6,2.7,0.9,1 157 | 34,Male,8.7,4,298,58,138,5.8,2.4,0.7,1 158 | 32,Male,0.9,0.3,462,70,82,6.2,3.1,1,1 159 | 72,Male,0.7,0.1,196,20,35,5.8,2,0.5,1 160 | 72,Male,0.7,0.1,196,20,35,5.8,2,0.5,1 161 | 50,Male,1.2,0.4,282,36,32,7.2,3.9,1.1,1 162 | 60,Male,11,4.9,750,140,350,5.5,2.1,0.6,1 163 | 60,Male,11.5,5,1050,99,187,6.2,2.8,0.8,1 164 | 60,Male,5.8,2.7,599,43,66,5.4,1.8,0.5,1 165 | 39,Male,1.9,0.9,180,42,62,7.4,4.3,1.38,1 166 | 39,Male,1.9,0.9,180,42,62,7.4,4.3,1.38,1 167 | 48,Male,4.5,2.3,282,13,74,7,2.4,0.52,1 168 | 55,Male,75,3.6,332,40,66,6.2,2.5,0.6,1 169 | 47,Female,3,1.5,292,64,67,5.6,1.8,0.47,1 170 | 60,Male,22.8,12.6,962,53,41,6.9,3.3,0.9,1 171 | 60,Male,8.9,4,950,33,32,6.8,3.1,0.8,1 172 | 72,Male,1.7,0.8,200,28,37,6.2,3,0.93,1 173 | 44,Female,1.9,0.6,298,378,602,6.6,3.3,1,1 174 | 55,Male,14.1,7.6,750,35,63,5,1.6,0.47,1 175 | 31,Male,0.6,0.1,175,48,34,6,3.7,1.6,1 176 | 31,Male,0.6,0.1,175,48,34,6,3.7,1.6,1 177 | 31,Male,0.8,0.2,198,43,31,7.3,4,1.2,1 178 | 55,Male,0.8,0.2,482,112,99,5.7,2.6,0.8,1 179 | 75,Male,14.8,9,1020,71,42,5.3,2.2,0.7,1 180 | 75,Male,10.6,5,562,37,29,5.1,1.8,0.5,1 181 | 75,Male,8,4.6,386,30,25,5.5,1.8,0.48,1 182 | 75,Male,2.8,1.3,250,23,29,2.7,0.9,0.5,1 183 | 75,Male,2.9,1.3,218,33,37,3,1.5,1,1 184 | 65,Male,1.9,0.8,170,36,43,3.8,1.4,0.58,2 185 | 40,Male,0.6,0.1,171,20,17,5.4,2.5,0.8,1 186 | 64,Male,1.1,0.4,201,18,19,6.9,4.1,1.4,1 187 | 38,Male,1.5,0.4,298,60,103,6,3,1,2 188 | 60,Male,3.2,1.8,750,79,145,7.8,3.2,0.69,1 189 | 60,Male,2.1,1,191,114,247,4,1.6,0.6,1 190 | 60,Male,1.9,0.8,614,42,38,4.5,1.8,0.6,1 191 | 48,Female,0.8,0.2,218,32,28,5.2,2.5,0.9,2 192 | 60,Male,6.3,3.2,314,118,114,6.6,3.7,1.27,1 193 | 60,Male,5.8,3,257,107,104,6.6,3.5,1.12,1 194 | 60,Male,2.3,0.6,272,79,51,6.6,3.5,1.1,1 195 | 49,Male,1.3,0.4,206,30,25,6,3.1,1.06,2 196 | 49,Male,2,0.6,209,48,32,5.7,3,1.1,2 197 | 60,Male,2.4,1,1124,30,54,5.2,1.9,0.5,1 198 | 60,Male,2,1.1,664,52,104,6,2.1,0.53,1 199 | 26,Female,0.6,0.2,142,12,32,5.7,2.4,0.75,1 200 | 41,Male,0.9,0.2,169,22,18,6.1,3,0.9,2 201 | 7,Female,27.2,11.8,1420,790,1050,6.1,2,0.4,1 202 | 49,Male,0.6,0.1,218,50,53,5,2.4,0.9,1 203 | 49,Male,0.6,0.1,218,50,53,5,2.4,0.9,1 204 | 38,Female,0.8,0.2,145,19,23,6.1,3.1,1.03,2 205 | 21,Male,1,0.3,142,27,21,6.4,3.5,1.2,2 206 | 21,Male,0.7,0.2,135,27,26,6.4,3.3,1,2 207 | 45,Male,2.5,1.2,163,28,22,7.6,4,1.1,1 208 | 40,Male,3.6,1.8,285,50,60,7,2.9,0.7,1 209 | 40,Male,3.9,1.7,350,950,1500,6.7,3.8,1.3,1 210 | 70,Female,0.9,0.3,220,53,95,6.1,2.8,0.68,1 211 | 45,Female,0.9,0.3,189,23,33,6.6,3.9,,1 212 | 28,Male,0.8,0.3,190,20,14,4.1,2.4,1.4,1 213 | 42,Male,2.7,1.3,219,60,180,7,3.2,0.8,1 214 | 22,Male,2.7,1,160,82,127,5.5,3.1,1.2,2 215 | 8,Female,0.9,0.2,401,25,58,7.5,3.4,0.8,1 216 | 38,Male,1.7,1,180,18,34,7.2,3.6,1,1 217 | 66,Male,0.6,0.2,100,17,148,5,3.3,1.9,2 218 | 55,Male,0.9,0.2,116,36,16,6.2,3.2,1,2 219 | 49,Male,1.1,0.5,159,30,31,7,4.3,1.5,1 220 | 6,Male,0.6,0.1,289,38,30,4.8,2,0.7,2 221 | 37,Male,0.8,0.2,125,41,39,6.4,3.4,1.1,1 222 | 37,Male,0.8,0.2,147,27,46,5,2.5,1,1 223 | 47,Male,0.9,0.2,192,38,24,7.3,4.3,1.4,1 224 | 47,Male,0.9,0.2,265,40,28,8,4,1,1 225 | 50,Male,1.1,0.3,175,20,19,7.1,4.5,1.7,2 226 | 70,Male,1.7,0.5,400,56,44,5.7,3.1,1.1,1 227 | 26,Male,0.6,0.2,120,45,51,7.9,4,1,1 228 | 26,Male,1.3,0.4,173,38,62,8,4,1,1 229 | 68,Female,0.7,0.2,186,18,15,6.4,3.8,1.4,1 230 | 65,Female,1,0.3,202,26,13,5.3,2.6,0.9,2 231 | 46,Male,0.6,0.2,290,26,21,6,3,1,1 232 | 61,Male,1.5,0.6,196,61,85,6.7,3.8,1.3,2 233 | 61,Male,0.8,0.1,282,85,231,8.5,4.3,1,1 234 | 50,Male,2.7,1.6,157,149,156,7.9,3.1,0.6,1 235 | 33,Male,2,1.4,2110,48,89,6.2,3,0.9,1 236 | 40,Female,0.9,0.2,285,32,27,7.7,3.5,0.8,1 237 | 60,Male,1.5,0.6,360,230,298,4.5,2,0.8,1 238 | 22,Male,0.8,0.2,300,57,40,7.9,3.8,0.9,2 239 | 35,Female,0.9,0.3,158,20,16,8,4,1,1 240 | 35,Female,0.9,0.2,190,40,35,7.3,4.7,1.8,2 241 | 40,Male,0.9,0.3,196,69,48,6.8,3.1,0.8,1 242 | 48,Male,0.7,0.2,165,32,30,8,4,1,2 243 | 51,Male,0.8,0.2,230,24,46,6.5,3.1,,1 244 | 29,Female,0.8,0.2,205,30,23,8.2,4.1,1,1 245 | 28,Female,0.9,0.2,316,25,23,8.5,5.5,1.8,1 246 | 54,Male,0.8,0.2,218,20,19,6.3,2.5,0.6,1 247 | 54,Male,0.9,0.2,290,15,18,6.1,2.8,0.8,1 248 | 55,Male,1.8,9,272,22,79,6.1,2.7,0.7,1 249 | 55,Male,0.9,0.2,190,25,28,5.9,2.7,0.8,1 250 | 40,Male,0.7,0.1,202,37,29,5,2.6,1,1 251 | 33,Male,1.2,0.3,498,28,25,7,3,0.7,1 252 | 33,Male,2.1,1.3,480,38,22,6.5,3,0.8,1 253 | 33,Male,0.9,0.8,680,37,40,5.9,2.6,0.8,1 254 | 65,Male,1.1,0.3,258,48,40,7,3.9,1.2,2 255 | 35,Female,0.6,0.2,180,12,15,5.2,2.7,,2 256 | 38,Female,0.7,0.1,152,90,21,7.1,4.2,1.4,2 257 | 38,Male,1.7,0.7,859,89,48,6,3,1,1 258 | 50,Male,0.9,0.3,901,23,17,6.2,3.5,1.2,1 259 | 44,Male,0.8,0.2,335,148,86,5.6,3,1.1,1 260 | 36,Male,0.8,0.2,182,31,34,6.4,3.8,1.4,2 261 | 42,Male,30.5,14.2,285,65,130,5.2,2.1,0.6,1 262 | 42,Male,16.4,8.9,245,56,87,5.4,2,0.5,1 263 | 33,Male,1.5,7,505,205,140,7.5,3.9,1,1 264 | 18,Male,0.8,0.2,228,55,54,6.9,4,1.3,1 265 | 38,Female,0.8,0.2,185,25,21,7,3,0.7,1 266 | 38,Male,0.8,0.2,247,55,92,7.4,4.3,1.38,2 267 | 4,Male,0.9,0.2,348,30,34,8,4,1,2 268 | 62,Male,1.2,0.4,195,38,54,6.3,3.8,1.5,1 269 | 43,Female,0.9,0.3,140,12,29,7.4,3.5,1.8,1 270 | 40,Male,14.5,6.4,358,50,75,5.7,2.1,0.5,1 271 | 26,Male,0.6,0.1,110,15,20,2.8,1.6,1.3,1 272 | 37,Male,0.7,0.2,235,96,54,9.5,4.9,1,1 273 | 4,Male,0.8,0.2,460,152,231,6.5,3.2,0.9,2 274 | 21,Male,18.5,9.5,380,390,500,8.2,4.1,1,1 275 | 30,Male,0.7,0.2,262,15,18,9.6,4.7,1.2,1 276 | 33,Male,1.8,0.8,196,25,22,8,4,1,1 277 | 26,Male,1.9,0.8,180,22,19,8.2,4.1,1,2 278 | 35,Male,0.9,0.2,190,25,20,6.4,3.6,1.2,2 279 | 60,Male,2,0.8,190,45,40,6,2.8,0.8,1 280 | 45,Male,2.2,0.8,209,25,20,8,4,1,1 281 | 48,Female,1,1.4,144,18,14,8.3,4.2,1,1 282 | 58,Male,0.8,0.2,123,56,48,6,3,1,1 283 | 50,Male,0.7,0.2,192,18,15,7.4,4.2,1.3,2 284 | 50,Male,0.7,0.2,188,12,14,7,3.4,0.9,1 285 | 18,Male,1.3,0.7,316,10,21,6,2.1,0.5,2 286 | 18,Male,0.9,0.3,300,30,48,8,4,1,1 287 | 13,Male,1.5,0.5,575,29,24,7.9,3.9,0.9,1 288 | 34,Female,0.8,0.2,192,15,12,8.6,4.7,1.2,1 289 | 43,Male,1.3,0.6,155,15,20,8,4,1,2 290 | 50,Female,1,0.5,239,16,39,7.5,3.7,0.9,1 291 | 57,Male,4.5,2.3,315,120,105,7,4,1.3,1 292 | 45,Female,1,0.3,250,48,44,8.6,4.3,1,1 293 | 60,Male,0.7,0.2,174,32,14,7.8,4.2,1.1,2 294 | 45,Male,0.6,0.2,245,22,24,7.1,3.4,0.9,1 295 | 23,Male,1.1,0.5,191,37,41,7.7,4.3,1.2,2 296 | 22,Male,2.4,1,340,25,21,8.3,4.5,1.1,1 297 | 22,Male,0.6,0.2,202,78,41,8,3.9,0.9,1 298 | 74,Female,0.9,0.3,234,16,19,7.9,4,1,1 299 | 25,Female,0.9,0.3,159,24,25,6.9,4.4,1.7,2 300 | 31,Female,1.1,0.3,190,26,15,7.9,3.8,0.9,1 301 | 24,Female,0.9,0.2,195,40,35,7.4,4.1,1.2,2 302 | 58,Male,0.8,0.2,180,32,25,8.2,4.4,1.1,2 303 | 51,Female,0.9,0.2,280,21,30,6.7,3.2,0.8,1 304 | 50,Female,1.7,0.6,430,28,32,6.8,3.5,1,1 305 | 50,Male,0.7,0.2,206,18,17,8.4,4.2,1,2 306 | 55,Female,0.8,0.2,155,21,17,6.9,3.8,1.4,1 307 | 54,Female,1.4,0.7,195,36,16,7.9,3.7,0.9,2 308 | 48,Male,1.6,1,588,74,113,7.3,2.4,0.4,1 309 | 30,Male,0.8,0.2,174,21,47,4.6,2.3,1,1 310 | 45,Female,0.8,0.2,165,22,18,8.2,4.1,1,1 311 | 48,Female,1.1,0.7,527,178,250,8,4.2,1.1,1 312 | 51,Male,0.8,0.2,175,48,22,8.1,4.6,1.3,1 313 | 54,Female,23.2,12.6,574,43,47,7.2,3.5,0.9,1 314 | 27,Male,1.3,0.6,106,25,54,8.5,4.8,,2 315 | 30,Female,0.8,0.2,158,25,22,7.9,4.5,1.3,2 316 | 26,Male,2,0.9,195,24,65,7.8,4.3,1.2,1 317 | 22,Male,0.9,0.3,179,18,21,6.7,3.7,1.2,2 318 | 44,Male,0.9,0.2,182,29,82,7.1,3.7,1,2 319 | 35,Male,0.7,0.2,198,42,30,6.8,3.4,1,1 320 | 38,Male,3.7,2.2,216,179,232,7.8,4.5,1.3,1 321 | 14,Male,0.9,0.3,310,21,16,8.1,4.2,1,2 322 | 30,Female,0.7,0.2,63,31,27,5.8,3.4,1.4,1 323 | 30,Female,0.8,0.2,198,30,58,5.2,2.8,1.1,1 324 | 36,Male,1.7,0.5,205,36,34,7.1,3.9,1.2,1 325 | 12,Male,0.8,0.2,302,47,67,6.7,3.5,1.1,2 326 | 60,Male,2.6,1.2,171,42,37,5.4,2.7,1,1 327 | 42,Male,0.8,0.2,158,27,23,6.7,3.1,0.8,2 328 | 36,Female,1.2,0.4,358,160,90,8.3,4.4,1.1,2 329 | 24,Male,3.3,1.6,174,11,33,7.6,3.9,1,2 330 | 43,Male,0.8,0.2,192,29,20,6,2.9,0.9,2 331 | 21,Male,0.7,0.2,211,14,23,7.3,4.1,1.2,2 332 | 26,Male,2,0.9,157,54,68,6.1,2.7,0.8,1 333 | 26,Male,1.7,0.6,210,62,56,5.4,2.2,0.6,1 334 | 26,Male,7.1,3.3,258,80,113,6.2,2.9,0.8,1 335 | 36,Female,0.7,0.2,152,21,25,5.9,3.1,1.1,2 336 | 13,Female,0.7,0.2,350,17,24,7.4,4,1.1,1 337 | 13,Female,0.7,0.1,182,24,19,8.9,4.9,1.2,1 338 | 75,Male,6.7,3.6,458,198,143,6.2,3.2,1,1 339 | 75,Male,2.5,1.2,375,85,68,6.4,2.9,0.8,1 340 | 75,Male,1.8,0.8,405,79,50,6.1,2.9,0.9,1 341 | 75,Male,1.4,0.4,215,50,30,5.9,2.6,0.7,1 342 | 75,Male,0.9,0.2,206,44,33,6.2,2.9,0.8,1 343 | 36,Female,0.8,0.2,650,70,138,6.6,3.1,0.8,1 344 | 35,Male,0.8,0.2,198,36,32,7,4,1.3,2 345 | 70,Male,3.1,1.6,198,40,28,5.6,2,0.5,1 346 | 37,Male,0.8,0.2,195,60,40,8.2,5,1.5,2 347 | 60,Male,2.9,1.3,230,32,44,5.6,2,0.5,1 348 | 46,Male,0.6,0.2,115,14,11,6.9,3.4,0.9,1 349 | 38,Male,0.7,0.2,216,349,105,7,3.5,1,1 350 | 70,Male,1.3,0.4,358,19,14,6.1,2.8,0.8,1 351 | 49,Female,0.8,0.2,158,19,15,6.6,3.6,1.2,2 352 | 37,Male,1.8,0.8,145,62,58,5.7,2.9,1,1 353 | 37,Male,1.3,0.4,195,41,38,5.3,2.1,0.6,1 354 | 26,Female,0.7,0.2,144,36,33,8.2,4.3,1.1,1 355 | 48,Female,1.4,0.8,621,110,176,7.2,3.9,1.1,1 356 | 48,Female,0.8,0.2,150,25,23,7.5,3.9,1,1 357 | 19,Male,1.4,0.8,178,13,26,8,4.6,1.3,2 358 | 33,Male,0.7,0.2,256,21,30,8.5,3.9,0.8,1 359 | 33,Male,2.1,0.7,205,50,38,6.8,3,0.7,1 360 | 37,Male,0.7,0.2,176,28,34,5.6,2.6,0.8,1 361 | 69,Female,0.8,0.2,146,42,70,8.4,4.9,1.4,2 362 | 24,Male,0.7,0.2,218,47,26,6.6,3.3,1,1 363 | 65,Female,0.7,0.2,182,23,28,6.8,2.9,0.7,2 364 | 55,Male,1.1,0.3,215,21,15,6.2,2.9,0.8,2 365 | 42,Female,0.9,0.2,165,26,29,8.5,4.4,1,2 366 | 21,Male,0.8,0.2,183,33,57,6.8,3.5,1,2 367 | 40,Male,0.7,0.2,176,28,43,5.3,2.4,0.8,2 368 | 16,Male,0.7,0.2,418,28,35,7.2,4.1,1.3,2 369 | 60,Male,2.2,1,271,45,52,6.1,2.9,0.9,2 370 | 42,Female,0.8,0.2,182,22,20,7.2,3.9,1.1,1 371 | 58,Female,0.8,0.2,130,24,25,7,4,1.3,1 372 | 54,Female,22.6,11.4,558,30,37,7.8,3.4,0.8,1 373 | 33,Male,0.8,0.2,135,30,29,7.2,4.4,1.5,2 374 | 48,Male,0.7,0.2,326,29,17,8.7,5.5,1.7,1 375 | 25,Female,0.7,0.1,140,32,25,7.6,4.3,1.3,2 376 | 56,Female,0.7,0.1,145,26,23,7,4,1.3,2 377 | 47,Male,3.5,1.6,206,32,31,6.8,3.4,1,1 378 | 33,Male,0.7,0.1,168,35,33,7,3.7,1.1,1 379 | 20,Female,0.6,0.2,202,12,13,6.1,3,0.9,2 380 | 50,Female,0.7,0.1,192,20,41,7.3,3.3,0.8,1 381 | 72,Male,0.7,0.2,185,16,22,7.3,3.7,1,2 382 | 50,Male,1.7,0.8,331,36,53,7.3,3.4,0.9,1 383 | 39,Male,0.6,0.2,188,28,43,8.1,3.3,0.6,1 384 | 58,Female,0.7,0.1,172,27,22,6.7,3.2,0.9,1 385 | 60,Female,1.4,0.7,159,10,12,4.9,2.5,1,2 386 | 34,Male,3.7,2.1,490,115,91,6.5,2.8,0.7,1 387 | 50,Male,0.8,0.2,152,29,30,7.4,4.1,1.3,1 388 | 38,Male,2.7,1.4,105,25,21,7.5,4.2,1.2,2 389 | 51,Male,0.8,0.2,160,34,20,6.9,3.7,1.1,1 390 | 46,Male,0.8,0.2,160,31,40,7.3,3.8,1.1,1 391 | 72,Male,0.6,0.1,102,31,35,6.3,3.2,1,1 392 | 72,Male,0.8,0.2,148,23,35,6,3,1,1 393 | 75,Male,0.9,0.2,162,25,20,6.9,3.7,1.1,1 394 | 41,Male,7.5,4.3,149,94,92,6.3,3.1,0.9,1 395 | 41,Male,2.7,1.3,580,142,68,8,4,1,1 396 | 48,Female,1,0.3,310,37,56,5.9,2.5,0.7,1 397 | 45,Male,0.8,0.2,140,24,20,6.3,3.2,1,2 398 | 74,Male,1,0.3,175,30,32,6.4,3.4,1.1,1 399 | 78,Male,1,0.3,152,28,70,6.3,3.1,0.9,1 400 | 38,Male,0.8,0.2,208,25,50,7.1,3.7,1,1 401 | 27,Male,1,0.2,205,137,145,6,3,1,1 402 | 66,Female,0.7,0.2,162,24,20,6.4,3.2,1,2 403 | 50,Male,7.3,3.7,92,44,236,6.8,1.6,0.3,1 404 | 42,Female,0.5,0.1,162,155,108,8.1,4,0.9,1 405 | 65,Male,0.7,0.2,199,19,22,6.3,3.6,1.3,2 406 | 22,Male,0.8,0.2,198,20,26,6.8,3.9,1.3,1 407 | 31,Female,0.8,0.2,215,15,21,7.6,4,1.1,1 408 | 45,Male,0.7,0.2,180,18,58,6.7,3.7,1.2,2 409 | 12,Male,1,0.2,719,157,108,7.2,3.7,1,1 410 | 48,Male,2.4,1.1,554,141,73,7.5,3.6,0.9,1 411 | 48,Male,5,2.6,555,284,190,6.5,3.3,1,1 412 | 18,Male,1.4,0.6,215,440,850,5,1.9,0.6,1 413 | 23,Female,2.3,0.8,509,28,44,6.9,2.9,0.7,2 414 | 65,Male,4.9,2.7,190,33,71,7.1,2.9,0.7,1 415 | 48,Male,0.7,0.2,208,15,30,4.6,2.1,0.8,2 416 | 65,Male,1.4,0.6,260,28,24,5.2,2.2,0.7,2 417 | 70,Male,1.3,0.3,690,93,40,3.6,2.7,0.7,1 418 | 70,Male,0.6,0.1,862,76,180,6.3,2.7,0.75,1 419 | 11,Male,0.7,0.1,592,26,29,7.1,4.2,1.4,2 420 | 50,Male,4.2,2.3,450,69,50,7,3,0.7,1 421 | 55,Female,8.2,3.9,1350,52,65,6.7,2.9,0.7,1 422 | 55,Female,10.9,5.1,1350,48,57,6.4,2.3,0.5,1 423 | 26,Male,1,0.3,163,48,71,7.1,3.7,1,2 424 | 41,Male,1.2,0.5,246,34,42,6.9,3.4,0.97,1 425 | 53,Male,1.6,0.9,178,44,59,6.5,3.9,1.5,2 426 | 32,Female,0.7,0.1,240,12,15,7,3,0.7,1 427 | 58,Male,0.4,0.1,100,59,126,4.3,2.5,1.4,1 428 | 45,Male,1.3,0.6,166,49,42,5.6,2.5,0.8,2 429 | 65,Male,0.9,0.2,170,33,66,7,3,0.75,1 430 | 52,Female,0.6,0.1,194,10,12,6.9,3.3,0.9,2 431 | 73,Male,1.9,0.7,1750,102,141,5.5,2,0.5,1 432 | 53,Female,0.7,0.1,182,20,33,4.8,1.9,0.6,1 433 | 47,Female,0.8,0.2,236,10,13,6.7,2.9,0.76,2 434 | 29,Male,0.7,0.2,165,55,87,7.5,4.6,1.58,1 435 | 41,Female,0.9,0.2,201,31,24,7.6,3.8,1,2 436 | 30,Female,0.7,0.2,194,32,36,7.5,3.6,0.92,2 437 | 17,Female,0.5,0.1,206,28,21,7.1,4.5,1.7,2 438 | 23,Male,1,0.3,212,41,80,6.2,3.1,1,1 439 | 35,Male,1.6,0.7,157,15,44,5.2,2.5,0.9,1 440 | 65,Male,0.8,0.2,162,30,90,3.8,1.4,0.5,1 441 | 42,Female,0.8,0.2,168,25,18,6.2,3.1,1,1 442 | 49,Female,0.8,0.2,198,23,20,7,4.3,1.5,1 443 | 42,Female,2.3,1.1,292,29,39,4.1,1.8,0.7,1 444 | 42,Female,7.4,3.6,298,52,102,4.6,1.9,0.7,1 445 | 42,Female,0.7,0.2,152,35,81,6.2,3.2,1.06,1 446 | 61,Male,0.8,0.2,163,18,19,6.3,2.8,0.8,2 447 | 17,Male,0.9,0.2,279,40,46,7.3,4,1.2,2 448 | 54,Male,0.8,0.2,181,35,20,5.5,2.7,0.96,1 449 | 45,Female,23.3,12.8,1550,425,511,7.7,3.5,0.8,1 450 | 48,Female,0.8,0.2,142,26,25,6,2.6,0.7,1 451 | 48,Female,0.9,0.2,173,26,27,6.2,3.1,1,1 452 | 65,Male,7.9,4.3,282,50,72,6,3,1,1 453 | 35,Male,0.8,0.2,279,20,25,7.2,3.2,0.8,1 454 | 58,Male,0.9,0.2,1100,25,36,7.1,3.5,0.9,1 455 | 46,Male,0.7,0.2,224,40,23,7.1,3,0.7,1 456 | 28,Male,0.6,0.2,159,15,16,7,3.5,1,2 457 | 21,Female,0.6,0.1,186,25,22,6.8,3.4,1,1 458 | 32,Male,0.7,0.2,189,22,43,7.4,3.1,0.7,2 459 | 61,Male,0.8,0.2,192,28,35,6.9,3.4,0.9,2 460 | 26,Male,6.8,3.2,140,37,19,3.6,0.9,0.3,1 461 | 65,Male,1.1,0.5,686,16,46,5.7,1.5,0.35,1 462 | 22,Female,2.2,1,215,159,51,5.5,2.5,0.8,1 463 | 28,Female,0.8,0.2,309,55,23,6.8,4.1,1.51,1 464 | 38,Male,0.7,0.2,110,22,18,6.4,2.5,0.64,1 465 | 25,Male,0.8,0.1,130,23,42,8,4,1,1 466 | 45,Female,0.7,0.2,164,21,53,4.5,1.4,0.45,2 467 | 45,Female,0.6,0.1,270,23,42,5.1,2,0.5,2 468 | 28,Female,0.6,0.1,137,22,16,4.9,1.9,0.6,2 469 | 28,Female,1,0.3,90,18,108,6.8,3.1,0.8,2 470 | 66,Male,1,0.3,190,30,54,5.3,2.1,0.6,1 471 | 66,Male,0.8,0.2,165,22,32,4.4,2,0.8,1 472 | 66,Male,1.1,0.5,167,13,56,7.1,4.1,1.36,1 473 | 49,Female,0.6,0.1,185,17,26,6.6,2.9,0.7,2 474 | 42,Male,0.7,0.2,197,64,33,5.8,2.4,0.7,2 475 | 42,Male,1,0.3,154,38,21,6.8,3.9,1.3,2 476 | 35,Male,2,1.1,226,33,135,6,2.7,0.8,2 477 | 38,Male,2.2,1,310,119,42,7.9,4.1,1,2 478 | 38,Male,0.9,0.3,310,15,25,5.5,2.7,1,1 479 | 55,Male,0.6,0.2,220,24,32,5.1,2.4,0.88,1 480 | 33,Male,7.1,3.7,196,622,497,6.9,3.6,1.09,1 481 | 33,Male,3.4,1.6,186,779,844,7.3,3.2,0.7,1 482 | 7,Male,0.5,0.1,352,28,51,7.9,4.2,1.1,2 483 | 45,Male,2.3,1.3,282,132,368,7.3,4,1.2,1 484 | 45,Male,1.1,0.4,92,91,188,7.2,3.8,1.11,1 485 | 30,Male,0.8,0.2,182,46,57,7.8,4.3,1.2,2 486 | 62,Male,5,2.1,103,18,40,5,2.1,1.72,1 487 | 22,Female,6.7,3.2,850,154,248,6.2,2.8,0.8,1 488 | 42,Female,0.8,0.2,195,18,15,6.7,3,0.8,1 489 | 32,Male,0.7,0.2,276,102,190,6,2.9,0.93,1 490 | 60,Male,0.7,0.2,171,31,26,7,3.5,1,2 491 | 65,Male,0.8,0.1,146,17,29,5.9,3.2,1.18,2 492 | 53,Female,0.8,0.2,193,96,57,6.7,3.6,1.16,1 493 | 27,Male,1,0.3,180,56,111,6.8,3.9,1.85,2 494 | 35,Female,1,0.3,805,133,103,7.9,3.3,0.7,1 495 | 65,Male,0.7,0.2,265,30,28,5.2,1.8,0.52,2 496 | 25,Male,0.7,0.2,185,196,401,6.5,3.9,1.5,1 497 | 32,Male,0.7,0.2,165,31,29,6.1,3,0.96,2 498 | 24,Male,1,0.2,189,52,31,8,4.8,1.5,1 499 | 67,Male,2.2,1.1,198,42,39,7.2,3,0.7,1 500 | 68,Male,1.8,0.5,151,18,22,6.5,4,1.6,1 501 | 55,Male,3.6,1.6,349,40,70,7.2,2.9,0.6,1 502 | 70,Male,2.7,1.2,365,62,55,6,2.4,0.6,1 503 | 36,Male,2.8,1.5,305,28,76,5.9,2.5,0.7,1 504 | 42,Male,0.8,0.2,127,29,30,4.9,2.7,1.2,1 505 | 53,Male,19.8,10.4,238,39,221,8.1,2.5,0.4,1 506 | 32,Male,30.5,17.1,218,39,79,5.5,2.7,0.9,1 507 | 32,Male,32.6,14.1,219,95,235,5.8,3.1,1.1,1 508 | 56,Male,17.7,8.8,239,43,185,5.6,2.4,0.7,1 509 | 50,Male,0.9,0.3,194,190,73,7.5,3.9,1,1 510 | 46,Male,18.4,8.5,450,119,230,7.5,3.3,0.7,1 511 | 46,Male,20,10,254,140,540,5.4,3,1.2,1 512 | 37,Female,0.8,0.2,205,31,36,9.2,4.6,1,2 513 | 45,Male,2.2,1.6,320,37,48,6.8,3.4,1,1 514 | 56,Male,1,0.3,195,22,28,5.8,2.6,0.8,2 515 | 69,Male,0.9,0.2,215,32,24,6.9,3,0.7,1 516 | 49,Male,1,0.3,230,48,58,8.4,4.2,1,1 517 | 49,Male,3.9,2.1,189,65,181,6.9,3,0.7,1 518 | 60,Male,0.9,0.3,168,16,24,6.7,3,0.8,1 519 | 28,Male,0.9,0.2,215,50,28,8,4,1,1 520 | 45,Male,2.9,1.4,210,74,68,7.2,3.6,1,1 521 | 35,Male,26.3,12.1,108,168,630,9.2,2,0.3,1 522 | 62,Male,1.8,0.9,224,69,155,8.6,4,0.8,1 523 | 55,Male,4.4,2.9,230,14,25,7.1,2.1,0.4,1 524 | 46,Female,0.8,0.2,185,24,15,7.9,3.7,0.8,1 525 | 50,Male,0.6,0.2,137,15,16,4.8,2.6,1.1,1 526 | 29,Male,0.8,0.2,156,12,15,6.8,3.7,1.1,2 527 | 53,Female,0.9,0.2,210,35,32,8,3.9,0.9,2 528 | 46,Male,9.4,5.2,268,21,63,6.4,2.8,0.8,1 529 | 40,Male,3.5,1.6,298,68,200,7.1,3.4,0.9,1 530 | 45,Male,1.7,0.8,315,12,38,6.3,2.1,0.5,1 531 | 55,Male,3.3,1.5,214,54,152,5.1,1.8,0.5,1 532 | 22,Female,1.1,0.3,138,14,21,7,3.8,1.1,2 533 | 40,Male,30.8,18.3,285,110,186,7.9,2.7,0.5,1 534 | 62,Male,0.7,0.2,162,12,17,8.2,3.2,0.6,2 535 | 46,Female,1.4,0.4,298,509,623,3.6,1,0.3,1 536 | 39,Male,1.6,0.8,230,88,74,8,4,1,2 537 | 60,Male,19.6,9.5,466,46,52,6.1,2,0.4,1 538 | 46,Male,15.8,7.2,227,67,220,6.9,2.6,0.6,1 539 | 10,Female,0.8,0.1,395,25,75,7.6,3.6,0.9,1 540 | 52,Male,1.8,0.8,97,85,78,6.4,2.7,0.7,1 541 | 65,Female,0.7,0.2,406,24,45,7.2,3.5,0.9,2 542 | 42,Male,0.8,0.2,114,21,23,7,3,0.7,2 543 | 42,Male,0.8,0.2,198,29,19,6.6,3,0.8,2 544 | 62,Male,0.7,0.2,173,46,47,7.3,4.1,1.2,2 545 | 40,Male,1.2,0.6,204,23,27,7.6,4,1.1,1 546 | 54,Female,5.5,3.2,350,67,42,7,3.2,0.8,1 547 | 45,Female,0.7,0.2,153,41,42,4.5,2.2,0.9,2 548 | 45,Male,20.2,11.7,188,47,32,5.4,2.3,0.7,1 549 | 50,Female,27.7,10.8,380,39,348,7.1,2.3,0.4,1 550 | 42,Male,11.1,6.1,214,60,186,6.9,2.8,2.8,1 551 | 40,Female,2.1,1,768,74,141,7.8,4.9,1.6,1 552 | 46,Male,3.3,1.5,172,25,41,5.6,2.4,0.7,1 553 | 29,Male,1.2,0.4,160,20,22,6.2,3,0.9,2 554 | 45,Male,0.6,0.1,196,29,30,5.8,2.9,1,1 555 | 46,Male,10.2,4.2,232,58,140,7,2.7,0.6,1 556 | 73,Male,1.8,0.9,220,20,43,6.5,3,0.8,1 557 | 55,Male,0.8,0.2,290,139,87,7,3,0.7,1 558 | 51,Male,0.7,0.1,180,25,27,6.1,3.1,1,1 559 | 51,Male,2.9,1.2,189,80,125,6.2,3.1,1,1 560 | 51,Male,4,2.5,275,382,330,7.5,4,1.1,1 561 | 26,Male,42.8,19.7,390,75,138,7.5,2.6,0.5,1 562 | 66,Male,15.2,7.7,356,321,562,6.5,2.2,0.4,1 563 | 66,Male,16.6,7.6,315,233,384,6.9,2,0.4,1 564 | 66,Male,17.3,8.5,388,173,367,7.8,2.6,0.5,1 565 | 64,Male,1.4,0.5,298,31,83,7.2,2.6,0.5,1 566 | 38,Female,0.6,0.1,165,22,34,5.9,2.9,0.9,2 567 | 43,Male,22.5,11.8,143,22,143,6.6,2.1,0.46,1 568 | 50,Female,1,0.3,191,22,31,7.8,4,1,2 569 | 52,Male,2.7,1.4,251,20,40,6,1.7,0.39,1 570 | 20,Female,16.7,8.4,200,91,101,6.9,3.5,1.02,1 571 | 16,Male,7.7,4.1,268,213,168,7.1,4,1.2,1 572 | 16,Male,2.6,1.2,236,131,90,5.4,2.6,0.9,1 573 | 90,Male,1.1,0.3,215,46,134,6.9,3,0.7,1 574 | 32,Male,15.6,9.5,134,54,125,5.6,4,2.5,1 575 | 32,Male,3.7,1.6,612,50,88,6.2,1.9,0.4,1 576 | 32,Male,12.1,6,515,48,92,6.6,2.4,0.5,1 577 | 32,Male,25,13.7,560,41,88,7.9,2.5,2.5,1 578 | 32,Male,15,8.2,289,58,80,5.3,2.2,0.7,1 579 | 32,Male,12.7,8.4,190,28,47,5.4,2.6,0.9,1 580 | 60,Male,0.5,0.1,500,20,34,5.9,1.6,0.37,2 581 | 40,Male,0.6,0.1,98,35,31,6,3.2,1.1,1 582 | 52,Male,0.8,0.2,245,48,49,6.4,3.2,1,1 583 | 31,Male,1.3,0.5,184,29,32,6.8,3.4,1,1 584 | 38,Male,1,0.3,216,21,24,7.3,4.4,1.5,2 585 | -------------------------------------------------------------------------------- /Dataset/diabetes.csv: -------------------------------------------------------------------------------- 1 | Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age,Outcome 2 | 6,148,72,35,0,33.6,0.627,50,1 3 | 1,85,66,29,0,26.6,0.351,31,0 4 | 8,183,64,0,0,23.3,0.672,32,1 5 | 1,89,66,23,94,28.1,0.167,21,0 6 | 0,137,40,35,168,43.1,2.288,33,1 7 | 5,116,74,0,0,25.6,0.201,30,0 8 | 3,78,50,32,88,31,0.248,26,1 9 | 10,115,0,0,0,35.3,0.134,29,0 10 | 2,197,70,45,543,30.5,0.158,53,1 11 | 8,125,96,0,0,0,0.232,54,1 12 | 4,110,92,0,0,37.6,0.191,30,0 13 | 10,168,74,0,0,38,0.537,34,1 14 | 10,139,80,0,0,27.1,1.441,57,0 15 | 1,189,60,23,846,30.1,0.398,59,1 16 | 5,166,72,19,175,25.8,0.587,51,1 17 | 7,100,0,0,0,30,0.484,32,1 18 | 0,118,84,47,230,45.8,0.551,31,1 19 | 7,107,74,0,0,29.6,0.254,31,1 20 | 1,103,30,38,83,43.3,0.183,33,0 21 | 1,115,70,30,96,34.6,0.529,32,1 22 | 3,126,88,41,235,39.3,0.704,27,0 23 | 8,99,84,0,0,35.4,0.388,50,0 24 | 7,196,90,0,0,39.8,0.451,41,1 25 | 9,119,80,35,0,29,0.263,29,1 26 | 11,143,94,33,146,36.6,0.254,51,1 27 | 10,125,70,26,115,31.1,0.205,41,1 28 | 7,147,76,0,0,39.4,0.257,43,1 29 | 1,97,66,15,140,23.2,0.487,22,0 30 | 13,145,82,19,110,22.2,0.245,57,0 31 | 5,117,92,0,0,34.1,0.337,38,0 32 | 5,109,75,26,0,36,0.546,60,0 33 | 3,158,76,36,245,31.6,0.851,28,1 34 | 3,88,58,11,54,24.8,0.267,22,0 35 | 6,92,92,0,0,19.9,0.188,28,0 36 | 10,122,78,31,0,27.6,0.512,45,0 37 | 4,103,60,33,192,24,0.966,33,0 38 | 11,138,76,0,0,33.2,0.42,35,0 39 | 9,102,76,37,0,32.9,0.665,46,1 40 | 2,90,68,42,0,38.2,0.503,27,1 41 | 4,111,72,47,207,37.1,1.39,56,1 42 | 3,180,64,25,70,34,0.271,26,0 43 | 7,133,84,0,0,40.2,0.696,37,0 44 | 7,106,92,18,0,22.7,0.235,48,0 45 | 9,171,110,24,240,45.4,0.721,54,1 46 | 7,159,64,0,0,27.4,0.294,40,0 47 | 0,180,66,39,0,42,1.893,25,1 48 | 1,146,56,0,0,29.7,0.564,29,0 49 | 2,71,70,27,0,28,0.586,22,0 50 | 7,103,66,32,0,39.1,0.344,31,1 51 | 7,105,0,0,0,0,0.305,24,0 52 | 1,103,80,11,82,19.4,0.491,22,0 53 | 1,101,50,15,36,24.2,0.526,26,0 54 | 5,88,66,21,23,24.4,0.342,30,0 55 | 8,176,90,34,300,33.7,0.467,58,1 56 | 7,150,66,42,342,34.7,0.718,42,0 57 | 1,73,50,10,0,23,0.248,21,0 58 | 7,187,68,39,304,37.7,0.254,41,1 59 | 0,100,88,60,110,46.8,0.962,31,0 60 | 0,146,82,0,0,40.5,1.781,44,0 61 | 0,105,64,41,142,41.5,0.173,22,0 62 | 2,84,0,0,0,0,0.304,21,0 63 | 8,133,72,0,0,32.9,0.27,39,1 64 | 5,44,62,0,0,25,0.587,36,0 65 | 2,141,58,34,128,25.4,0.699,24,0 66 | 7,114,66,0,0,32.8,0.258,42,1 67 | 5,99,74,27,0,29,0.203,32,0 68 | 0,109,88,30,0,32.5,0.855,38,1 69 | 2,109,92,0,0,42.7,0.845,54,0 70 | 1,95,66,13,38,19.6,0.334,25,0 71 | 4,146,85,27,100,28.9,0.189,27,0 72 | 2,100,66,20,90,32.9,0.867,28,1 73 | 5,139,64,35,140,28.6,0.411,26,0 74 | 13,126,90,0,0,43.4,0.583,42,1 75 | 4,129,86,20,270,35.1,0.231,23,0 76 | 1,79,75,30,0,32,0.396,22,0 77 | 1,0,48,20,0,24.7,0.14,22,0 78 | 7,62,78,0,0,32.6,0.391,41,0 79 | 5,95,72,33,0,37.7,0.37,27,0 80 | 0,131,0,0,0,43.2,0.27,26,1 81 | 2,112,66,22,0,25,0.307,24,0 82 | 3,113,44,13,0,22.4,0.14,22,0 83 | 2,74,0,0,0,0,0.102,22,0 84 | 7,83,78,26,71,29.3,0.767,36,0 85 | 0,101,65,28,0,24.6,0.237,22,0 86 | 5,137,108,0,0,48.8,0.227,37,1 87 | 2,110,74,29,125,32.4,0.698,27,0 88 | 13,106,72,54,0,36.6,0.178,45,0 89 | 2,100,68,25,71,38.5,0.324,26,0 90 | 15,136,70,32,110,37.1,0.153,43,1 91 | 1,107,68,19,0,26.5,0.165,24,0 92 | 1,80,55,0,0,19.1,0.258,21,0 93 | 4,123,80,15,176,32,0.443,34,0 94 | 7,81,78,40,48,46.7,0.261,42,0 95 | 4,134,72,0,0,23.8,0.277,60,1 96 | 2,142,82,18,64,24.7,0.761,21,0 97 | 6,144,72,27,228,33.9,0.255,40,0 98 | 2,92,62,28,0,31.6,0.13,24,0 99 | 1,71,48,18,76,20.4,0.323,22,0 100 | 6,93,50,30,64,28.7,0.356,23,0 101 | 1,122,90,51,220,49.7,0.325,31,1 102 | 1,163,72,0,0,39,1.222,33,1 103 | 1,151,60,0,0,26.1,0.179,22,0 104 | 0,125,96,0,0,22.5,0.262,21,0 105 | 1,81,72,18,40,26.6,0.283,24,0 106 | 2,85,65,0,0,39.6,0.93,27,0 107 | 1,126,56,29,152,28.7,0.801,21,0 108 | 1,96,122,0,0,22.4,0.207,27,0 109 | 4,144,58,28,140,29.5,0.287,37,0 110 | 3,83,58,31,18,34.3,0.336,25,0 111 | 0,95,85,25,36,37.4,0.247,24,1 112 | 3,171,72,33,135,33.3,0.199,24,1 113 | 8,155,62,26,495,34,0.543,46,1 114 | 1,89,76,34,37,31.2,0.192,23,0 115 | 4,76,62,0,0,34,0.391,25,0 116 | 7,160,54,32,175,30.5,0.588,39,1 117 | 4,146,92,0,0,31.2,0.539,61,1 118 | 5,124,74,0,0,34,0.22,38,1 119 | 5,78,48,0,0,33.7,0.654,25,0 120 | 4,97,60,23,0,28.2,0.443,22,0 121 | 4,99,76,15,51,23.2,0.223,21,0 122 | 0,162,76,56,100,53.2,0.759,25,1 123 | 6,111,64,39,0,34.2,0.26,24,0 124 | 2,107,74,30,100,33.6,0.404,23,0 125 | 5,132,80,0,0,26.8,0.186,69,0 126 | 0,113,76,0,0,33.3,0.278,23,1 127 | 1,88,30,42,99,55,0.496,26,1 128 | 3,120,70,30,135,42.9,0.452,30,0 129 | 1,118,58,36,94,33.3,0.261,23,0 130 | 1,117,88,24,145,34.5,0.403,40,1 131 | 0,105,84,0,0,27.9,0.741,62,1 132 | 4,173,70,14,168,29.7,0.361,33,1 133 | 9,122,56,0,0,33.3,1.114,33,1 134 | 3,170,64,37,225,34.5,0.356,30,1 135 | 8,84,74,31,0,38.3,0.457,39,0 136 | 2,96,68,13,49,21.1,0.647,26,0 137 | 2,125,60,20,140,33.8,0.088,31,0 138 | 0,100,70,26,50,30.8,0.597,21,0 139 | 0,93,60,25,92,28.7,0.532,22,0 140 | 0,129,80,0,0,31.2,0.703,29,0 141 | 5,105,72,29,325,36.9,0.159,28,0 142 | 3,128,78,0,0,21.1,0.268,55,0 143 | 5,106,82,30,0,39.5,0.286,38,0 144 | 2,108,52,26,63,32.5,0.318,22,0 145 | 10,108,66,0,0,32.4,0.272,42,1 146 | 4,154,62,31,284,32.8,0.237,23,0 147 | 0,102,75,23,0,0,0.572,21,0 148 | 9,57,80,37,0,32.8,0.096,41,0 149 | 2,106,64,35,119,30.5,1.4,34,0 150 | 5,147,78,0,0,33.7,0.218,65,0 151 | 2,90,70,17,0,27.3,0.085,22,0 152 | 1,136,74,50,204,37.4,0.399,24,0 153 | 4,114,65,0,0,21.9,0.432,37,0 154 | 9,156,86,28,155,34.3,1.189,42,1 155 | 1,153,82,42,485,40.6,0.687,23,0 156 | 8,188,78,0,0,47.9,0.137,43,1 157 | 7,152,88,44,0,50,0.337,36,1 158 | 2,99,52,15,94,24.6,0.637,21,0 159 | 1,109,56,21,135,25.2,0.833,23,0 160 | 2,88,74,19,53,29,0.229,22,0 161 | 17,163,72,41,114,40.9,0.817,47,1 162 | 4,151,90,38,0,29.7,0.294,36,0 163 | 7,102,74,40,105,37.2,0.204,45,0 164 | 0,114,80,34,285,44.2,0.167,27,0 165 | 2,100,64,23,0,29.7,0.368,21,0 166 | 0,131,88,0,0,31.6,0.743,32,1 167 | 6,104,74,18,156,29.9,0.722,41,1 168 | 3,148,66,25,0,32.5,0.256,22,0 169 | 4,120,68,0,0,29.6,0.709,34,0 170 | 4,110,66,0,0,31.9,0.471,29,0 171 | 3,111,90,12,78,28.4,0.495,29,0 172 | 6,102,82,0,0,30.8,0.18,36,1 173 | 6,134,70,23,130,35.4,0.542,29,1 174 | 2,87,0,23,0,28.9,0.773,25,0 175 | 1,79,60,42,48,43.5,0.678,23,0 176 | 2,75,64,24,55,29.7,0.37,33,0 177 | 8,179,72,42,130,32.7,0.719,36,1 178 | 6,85,78,0,0,31.2,0.382,42,0 179 | 0,129,110,46,130,67.1,0.319,26,1 180 | 5,143,78,0,0,45,0.19,47,0 181 | 5,130,82,0,0,39.1,0.956,37,1 182 | 6,87,80,0,0,23.2,0.084,32,0 183 | 0,119,64,18,92,34.9,0.725,23,0 184 | 1,0,74,20,23,27.7,0.299,21,0 185 | 5,73,60,0,0,26.8,0.268,27,0 186 | 4,141,74,0,0,27.6,0.244,40,0 187 | 7,194,68,28,0,35.9,0.745,41,1 188 | 8,181,68,36,495,30.1,0.615,60,1 189 | 1,128,98,41,58,32,1.321,33,1 190 | 8,109,76,39,114,27.9,0.64,31,1 191 | 5,139,80,35,160,31.6,0.361,25,1 192 | 3,111,62,0,0,22.6,0.142,21,0 193 | 9,123,70,44,94,33.1,0.374,40,0 194 | 7,159,66,0,0,30.4,0.383,36,1 195 | 11,135,0,0,0,52.3,0.578,40,1 196 | 8,85,55,20,0,24.4,0.136,42,0 197 | 5,158,84,41,210,39.4,0.395,29,1 198 | 1,105,58,0,0,24.3,0.187,21,0 199 | 3,107,62,13,48,22.9,0.678,23,1 200 | 4,109,64,44,99,34.8,0.905,26,1 201 | 4,148,60,27,318,30.9,0.15,29,1 202 | 0,113,80,16,0,31,0.874,21,0 203 | 1,138,82,0,0,40.1,0.236,28,0 204 | 0,108,68,20,0,27.3,0.787,32,0 205 | 2,99,70,16,44,20.4,0.235,27,0 206 | 6,103,72,32,190,37.7,0.324,55,0 207 | 5,111,72,28,0,23.9,0.407,27,0 208 | 8,196,76,29,280,37.5,0.605,57,1 209 | 5,162,104,0,0,37.7,0.151,52,1 210 | 1,96,64,27,87,33.2,0.289,21,0 211 | 7,184,84,33,0,35.5,0.355,41,1 212 | 2,81,60,22,0,27.7,0.29,25,0 213 | 0,147,85,54,0,42.8,0.375,24,0 214 | 7,179,95,31,0,34.2,0.164,60,0 215 | 0,140,65,26,130,42.6,0.431,24,1 216 | 9,112,82,32,175,34.2,0.26,36,1 217 | 12,151,70,40,271,41.8,0.742,38,1 218 | 5,109,62,41,129,35.8,0.514,25,1 219 | 6,125,68,30,120,30,0.464,32,0 220 | 5,85,74,22,0,29,1.224,32,1 221 | 5,112,66,0,0,37.8,0.261,41,1 222 | 0,177,60,29,478,34.6,1.072,21,1 223 | 2,158,90,0,0,31.6,0.805,66,1 224 | 7,119,0,0,0,25.2,0.209,37,0 225 | 7,142,60,33,190,28.8,0.687,61,0 226 | 1,100,66,15,56,23.6,0.666,26,0 227 | 1,87,78,27,32,34.6,0.101,22,0 228 | 0,101,76,0,0,35.7,0.198,26,0 229 | 3,162,52,38,0,37.2,0.652,24,1 230 | 4,197,70,39,744,36.7,2.329,31,0 231 | 0,117,80,31,53,45.2,0.089,24,0 232 | 4,142,86,0,0,44,0.645,22,1 233 | 6,134,80,37,370,46.2,0.238,46,1 234 | 1,79,80,25,37,25.4,0.583,22,0 235 | 4,122,68,0,0,35,0.394,29,0 236 | 3,74,68,28,45,29.7,0.293,23,0 237 | 4,171,72,0,0,43.6,0.479,26,1 238 | 7,181,84,21,192,35.9,0.586,51,1 239 | 0,179,90,27,0,44.1,0.686,23,1 240 | 9,164,84,21,0,30.8,0.831,32,1 241 | 0,104,76,0,0,18.4,0.582,27,0 242 | 1,91,64,24,0,29.2,0.192,21,0 243 | 4,91,70,32,88,33.1,0.446,22,0 244 | 3,139,54,0,0,25.6,0.402,22,1 245 | 6,119,50,22,176,27.1,1.318,33,1 246 | 2,146,76,35,194,38.2,0.329,29,0 247 | 9,184,85,15,0,30,1.213,49,1 248 | 10,122,68,0,0,31.2,0.258,41,0 249 | 0,165,90,33,680,52.3,0.427,23,0 250 | 9,124,70,33,402,35.4,0.282,34,0 251 | 1,111,86,19,0,30.1,0.143,23,0 252 | 9,106,52,0,0,31.2,0.38,42,0 253 | 2,129,84,0,0,28,0.284,27,0 254 | 2,90,80,14,55,24.4,0.249,24,0 255 | 0,86,68,32,0,35.8,0.238,25,0 256 | 12,92,62,7,258,27.6,0.926,44,1 257 | 1,113,64,35,0,33.6,0.543,21,1 258 | 3,111,56,39,0,30.1,0.557,30,0 259 | 2,114,68,22,0,28.7,0.092,25,0 260 | 1,193,50,16,375,25.9,0.655,24,0 261 | 11,155,76,28,150,33.3,1.353,51,1 262 | 3,191,68,15,130,30.9,0.299,34,0 263 | 3,141,0,0,0,30,0.761,27,1 264 | 4,95,70,32,0,32.1,0.612,24,0 265 | 3,142,80,15,0,32.4,0.2,63,0 266 | 4,123,62,0,0,32,0.226,35,1 267 | 5,96,74,18,67,33.6,0.997,43,0 268 | 0,138,0,0,0,36.3,0.933,25,1 269 | 2,128,64,42,0,40,1.101,24,0 270 | 0,102,52,0,0,25.1,0.078,21,0 271 | 2,146,0,0,0,27.5,0.24,28,1 272 | 10,101,86,37,0,45.6,1.136,38,1 273 | 2,108,62,32,56,25.2,0.128,21,0 274 | 3,122,78,0,0,23,0.254,40,0 275 | 1,71,78,50,45,33.2,0.422,21,0 276 | 13,106,70,0,0,34.2,0.251,52,0 277 | 2,100,70,52,57,40.5,0.677,25,0 278 | 7,106,60,24,0,26.5,0.296,29,1 279 | 0,104,64,23,116,27.8,0.454,23,0 280 | 5,114,74,0,0,24.9,0.744,57,0 281 | 2,108,62,10,278,25.3,0.881,22,0 282 | 0,146,70,0,0,37.9,0.334,28,1 283 | 10,129,76,28,122,35.9,0.28,39,0 284 | 7,133,88,15,155,32.4,0.262,37,0 285 | 7,161,86,0,0,30.4,0.165,47,1 286 | 2,108,80,0,0,27,0.259,52,1 287 | 7,136,74,26,135,26,0.647,51,0 288 | 5,155,84,44,545,38.7,0.619,34,0 289 | 1,119,86,39,220,45.6,0.808,29,1 290 | 4,96,56,17,49,20.8,0.34,26,0 291 | 5,108,72,43,75,36.1,0.263,33,0 292 | 0,78,88,29,40,36.9,0.434,21,0 293 | 0,107,62,30,74,36.6,0.757,25,1 294 | 2,128,78,37,182,43.3,1.224,31,1 295 | 1,128,48,45,194,40.5,0.613,24,1 296 | 0,161,50,0,0,21.9,0.254,65,0 297 | 6,151,62,31,120,35.5,0.692,28,0 298 | 2,146,70,38,360,28,0.337,29,1 299 | 0,126,84,29,215,30.7,0.52,24,0 300 | 14,100,78,25,184,36.6,0.412,46,1 301 | 8,112,72,0,0,23.6,0.84,58,0 302 | 0,167,0,0,0,32.3,0.839,30,1 303 | 2,144,58,33,135,31.6,0.422,25,1 304 | 5,77,82,41,42,35.8,0.156,35,0 305 | 5,115,98,0,0,52.9,0.209,28,1 306 | 3,150,76,0,0,21,0.207,37,0 307 | 2,120,76,37,105,39.7,0.215,29,0 308 | 10,161,68,23,132,25.5,0.326,47,1 309 | 0,137,68,14,148,24.8,0.143,21,0 310 | 0,128,68,19,180,30.5,1.391,25,1 311 | 2,124,68,28,205,32.9,0.875,30,1 312 | 6,80,66,30,0,26.2,0.313,41,0 313 | 0,106,70,37,148,39.4,0.605,22,0 314 | 2,155,74,17,96,26.6,0.433,27,1 315 | 3,113,50,10,85,29.5,0.626,25,0 316 | 7,109,80,31,0,35.9,1.127,43,1 317 | 2,112,68,22,94,34.1,0.315,26,0 318 | 3,99,80,11,64,19.3,0.284,30,0 319 | 3,182,74,0,0,30.5,0.345,29,1 320 | 3,115,66,39,140,38.1,0.15,28,0 321 | 6,194,78,0,0,23.5,0.129,59,1 322 | 4,129,60,12,231,27.5,0.527,31,0 323 | 3,112,74,30,0,31.6,0.197,25,1 324 | 0,124,70,20,0,27.4,0.254,36,1 325 | 13,152,90,33,29,26.8,0.731,43,1 326 | 2,112,75,32,0,35.7,0.148,21,0 327 | 1,157,72,21,168,25.6,0.123,24,0 328 | 1,122,64,32,156,35.1,0.692,30,1 329 | 10,179,70,0,0,35.1,0.2,37,0 330 | 2,102,86,36,120,45.5,0.127,23,1 331 | 6,105,70,32,68,30.8,0.122,37,0 332 | 8,118,72,19,0,23.1,1.476,46,0 333 | 2,87,58,16,52,32.7,0.166,25,0 334 | 1,180,0,0,0,43.3,0.282,41,1 335 | 12,106,80,0,0,23.6,0.137,44,0 336 | 1,95,60,18,58,23.9,0.26,22,0 337 | 0,165,76,43,255,47.9,0.259,26,0 338 | 0,117,0,0,0,33.8,0.932,44,0 339 | 5,115,76,0,0,31.2,0.343,44,1 340 | 9,152,78,34,171,34.2,0.893,33,1 341 | 7,178,84,0,0,39.9,0.331,41,1 342 | 1,130,70,13,105,25.9,0.472,22,0 343 | 1,95,74,21,73,25.9,0.673,36,0 344 | 1,0,68,35,0,32,0.389,22,0 345 | 5,122,86,0,0,34.7,0.29,33,0 346 | 8,95,72,0,0,36.8,0.485,57,0 347 | 8,126,88,36,108,38.5,0.349,49,0 348 | 1,139,46,19,83,28.7,0.654,22,0 349 | 3,116,0,0,0,23.5,0.187,23,0 350 | 3,99,62,19,74,21.8,0.279,26,0 351 | 5,0,80,32,0,41,0.346,37,1 352 | 4,92,80,0,0,42.2,0.237,29,0 353 | 4,137,84,0,0,31.2,0.252,30,0 354 | 3,61,82,28,0,34.4,0.243,46,0 355 | 1,90,62,12,43,27.2,0.58,24,0 356 | 3,90,78,0,0,42.7,0.559,21,0 357 | 9,165,88,0,0,30.4,0.302,49,1 358 | 1,125,50,40,167,33.3,0.962,28,1 359 | 13,129,0,30,0,39.9,0.569,44,1 360 | 12,88,74,40,54,35.3,0.378,48,0 361 | 1,196,76,36,249,36.5,0.875,29,1 362 | 5,189,64,33,325,31.2,0.583,29,1 363 | 5,158,70,0,0,29.8,0.207,63,0 364 | 5,103,108,37,0,39.2,0.305,65,0 365 | 4,146,78,0,0,38.5,0.52,67,1 366 | 4,147,74,25,293,34.9,0.385,30,0 367 | 5,99,54,28,83,34,0.499,30,0 368 | 6,124,72,0,0,27.6,0.368,29,1 369 | 0,101,64,17,0,21,0.252,21,0 370 | 3,81,86,16,66,27.5,0.306,22,0 371 | 1,133,102,28,140,32.8,0.234,45,1 372 | 3,173,82,48,465,38.4,2.137,25,1 373 | 0,118,64,23,89,0,1.731,21,0 374 | 0,84,64,22,66,35.8,0.545,21,0 375 | 2,105,58,40,94,34.9,0.225,25,0 376 | 2,122,52,43,158,36.2,0.816,28,0 377 | 12,140,82,43,325,39.2,0.528,58,1 378 | 0,98,82,15,84,25.2,0.299,22,0 379 | 1,87,60,37,75,37.2,0.509,22,0 380 | 4,156,75,0,0,48.3,0.238,32,1 381 | 0,93,100,39,72,43.4,1.021,35,0 382 | 1,107,72,30,82,30.8,0.821,24,0 383 | 0,105,68,22,0,20,0.236,22,0 384 | 1,109,60,8,182,25.4,0.947,21,0 385 | 1,90,62,18,59,25.1,1.268,25,0 386 | 1,125,70,24,110,24.3,0.221,25,0 387 | 1,119,54,13,50,22.3,0.205,24,0 388 | 5,116,74,29,0,32.3,0.66,35,1 389 | 8,105,100,36,0,43.3,0.239,45,1 390 | 5,144,82,26,285,32,0.452,58,1 391 | 3,100,68,23,81,31.6,0.949,28,0 392 | 1,100,66,29,196,32,0.444,42,0 393 | 5,166,76,0,0,45.7,0.34,27,1 394 | 1,131,64,14,415,23.7,0.389,21,0 395 | 4,116,72,12,87,22.1,0.463,37,0 396 | 4,158,78,0,0,32.9,0.803,31,1 397 | 2,127,58,24,275,27.7,1.6,25,0 398 | 3,96,56,34,115,24.7,0.944,39,0 399 | 0,131,66,40,0,34.3,0.196,22,1 400 | 3,82,70,0,0,21.1,0.389,25,0 401 | 3,193,70,31,0,34.9,0.241,25,1 402 | 4,95,64,0,0,32,0.161,31,1 403 | 6,137,61,0,0,24.2,0.151,55,0 404 | 5,136,84,41,88,35,0.286,35,1 405 | 9,72,78,25,0,31.6,0.28,38,0 406 | 5,168,64,0,0,32.9,0.135,41,1 407 | 2,123,48,32,165,42.1,0.52,26,0 408 | 4,115,72,0,0,28.9,0.376,46,1 409 | 0,101,62,0,0,21.9,0.336,25,0 410 | 8,197,74,0,0,25.9,1.191,39,1 411 | 1,172,68,49,579,42.4,0.702,28,1 412 | 6,102,90,39,0,35.7,0.674,28,0 413 | 1,112,72,30,176,34.4,0.528,25,0 414 | 1,143,84,23,310,42.4,1.076,22,0 415 | 1,143,74,22,61,26.2,0.256,21,0 416 | 0,138,60,35,167,34.6,0.534,21,1 417 | 3,173,84,33,474,35.7,0.258,22,1 418 | 1,97,68,21,0,27.2,1.095,22,0 419 | 4,144,82,32,0,38.5,0.554,37,1 420 | 1,83,68,0,0,18.2,0.624,27,0 421 | 3,129,64,29,115,26.4,0.219,28,1 422 | 1,119,88,41,170,45.3,0.507,26,0 423 | 2,94,68,18,76,26,0.561,21,0 424 | 0,102,64,46,78,40.6,0.496,21,0 425 | 2,115,64,22,0,30.8,0.421,21,0 426 | 8,151,78,32,210,42.9,0.516,36,1 427 | 4,184,78,39,277,37,0.264,31,1 428 | 0,94,0,0,0,0,0.256,25,0 429 | 1,181,64,30,180,34.1,0.328,38,1 430 | 0,135,94,46,145,40.6,0.284,26,0 431 | 1,95,82,25,180,35,0.233,43,1 432 | 2,99,0,0,0,22.2,0.108,23,0 433 | 3,89,74,16,85,30.4,0.551,38,0 434 | 1,80,74,11,60,30,0.527,22,0 435 | 2,139,75,0,0,25.6,0.167,29,0 436 | 1,90,68,8,0,24.5,1.138,36,0 437 | 0,141,0,0,0,42.4,0.205,29,1 438 | 12,140,85,33,0,37.4,0.244,41,0 439 | 5,147,75,0,0,29.9,0.434,28,0 440 | 1,97,70,15,0,18.2,0.147,21,0 441 | 6,107,88,0,0,36.8,0.727,31,0 442 | 0,189,104,25,0,34.3,0.435,41,1 443 | 2,83,66,23,50,32.2,0.497,22,0 444 | 4,117,64,27,120,33.2,0.23,24,0 445 | 8,108,70,0,0,30.5,0.955,33,1 446 | 4,117,62,12,0,29.7,0.38,30,1 447 | 0,180,78,63,14,59.4,2.42,25,1 448 | 1,100,72,12,70,25.3,0.658,28,0 449 | 0,95,80,45,92,36.5,0.33,26,0 450 | 0,104,64,37,64,33.6,0.51,22,1 451 | 0,120,74,18,63,30.5,0.285,26,0 452 | 1,82,64,13,95,21.2,0.415,23,0 453 | 2,134,70,0,0,28.9,0.542,23,1 454 | 0,91,68,32,210,39.9,0.381,25,0 455 | 2,119,0,0,0,19.6,0.832,72,0 456 | 2,100,54,28,105,37.8,0.498,24,0 457 | 14,175,62,30,0,33.6,0.212,38,1 458 | 1,135,54,0,0,26.7,0.687,62,0 459 | 5,86,68,28,71,30.2,0.364,24,0 460 | 10,148,84,48,237,37.6,1.001,51,1 461 | 9,134,74,33,60,25.9,0.46,81,0 462 | 9,120,72,22,56,20.8,0.733,48,0 463 | 1,71,62,0,0,21.8,0.416,26,0 464 | 8,74,70,40,49,35.3,0.705,39,0 465 | 5,88,78,30,0,27.6,0.258,37,0 466 | 10,115,98,0,0,24,1.022,34,0 467 | 0,124,56,13,105,21.8,0.452,21,0 468 | 0,74,52,10,36,27.8,0.269,22,0 469 | 0,97,64,36,100,36.8,0.6,25,0 470 | 8,120,0,0,0,30,0.183,38,1 471 | 6,154,78,41,140,46.1,0.571,27,0 472 | 1,144,82,40,0,41.3,0.607,28,0 473 | 0,137,70,38,0,33.2,0.17,22,0 474 | 0,119,66,27,0,38.8,0.259,22,0 475 | 7,136,90,0,0,29.9,0.21,50,0 476 | 4,114,64,0,0,28.9,0.126,24,0 477 | 0,137,84,27,0,27.3,0.231,59,0 478 | 2,105,80,45,191,33.7,0.711,29,1 479 | 7,114,76,17,110,23.8,0.466,31,0 480 | 8,126,74,38,75,25.9,0.162,39,0 481 | 4,132,86,31,0,28,0.419,63,0 482 | 3,158,70,30,328,35.5,0.344,35,1 483 | 0,123,88,37,0,35.2,0.197,29,0 484 | 4,85,58,22,49,27.8,0.306,28,0 485 | 0,84,82,31,125,38.2,0.233,23,0 486 | 0,145,0,0,0,44.2,0.63,31,1 487 | 0,135,68,42,250,42.3,0.365,24,1 488 | 1,139,62,41,480,40.7,0.536,21,0 489 | 0,173,78,32,265,46.5,1.159,58,0 490 | 4,99,72,17,0,25.6,0.294,28,0 491 | 8,194,80,0,0,26.1,0.551,67,0 492 | 2,83,65,28,66,36.8,0.629,24,0 493 | 2,89,90,30,0,33.5,0.292,42,0 494 | 4,99,68,38,0,32.8,0.145,33,0 495 | 4,125,70,18,122,28.9,1.144,45,1 496 | 3,80,0,0,0,0,0.174,22,0 497 | 6,166,74,0,0,26.6,0.304,66,0 498 | 5,110,68,0,0,26,0.292,30,0 499 | 2,81,72,15,76,30.1,0.547,25,0 500 | 7,195,70,33,145,25.1,0.163,55,1 501 | 6,154,74,32,193,29.3,0.839,39,0 502 | 2,117,90,19,71,25.2,0.313,21,0 503 | 3,84,72,32,0,37.2,0.267,28,0 504 | 6,0,68,41,0,39,0.727,41,1 505 | 7,94,64,25,79,33.3,0.738,41,0 506 | 3,96,78,39,0,37.3,0.238,40,0 507 | 10,75,82,0,0,33.3,0.263,38,0 508 | 0,180,90,26,90,36.5,0.314,35,1 509 | 1,130,60,23,170,28.6,0.692,21,0 510 | 2,84,50,23,76,30.4,0.968,21,0 511 | 8,120,78,0,0,25,0.409,64,0 512 | 12,84,72,31,0,29.7,0.297,46,1 513 | 0,139,62,17,210,22.1,0.207,21,0 514 | 9,91,68,0,0,24.2,0.2,58,0 515 | 2,91,62,0,0,27.3,0.525,22,0 516 | 3,99,54,19,86,25.6,0.154,24,0 517 | 3,163,70,18,105,31.6,0.268,28,1 518 | 9,145,88,34,165,30.3,0.771,53,1 519 | 7,125,86,0,0,37.6,0.304,51,0 520 | 13,76,60,0,0,32.8,0.18,41,0 521 | 6,129,90,7,326,19.6,0.582,60,0 522 | 2,68,70,32,66,25,0.187,25,0 523 | 3,124,80,33,130,33.2,0.305,26,0 524 | 6,114,0,0,0,0,0.189,26,0 525 | 9,130,70,0,0,34.2,0.652,45,1 526 | 3,125,58,0,0,31.6,0.151,24,0 527 | 3,87,60,18,0,21.8,0.444,21,0 528 | 1,97,64,19,82,18.2,0.299,21,0 529 | 3,116,74,15,105,26.3,0.107,24,0 530 | 0,117,66,31,188,30.8,0.493,22,0 531 | 0,111,65,0,0,24.6,0.66,31,0 532 | 2,122,60,18,106,29.8,0.717,22,0 533 | 0,107,76,0,0,45.3,0.686,24,0 534 | 1,86,66,52,65,41.3,0.917,29,0 535 | 6,91,0,0,0,29.8,0.501,31,0 536 | 1,77,56,30,56,33.3,1.251,24,0 537 | 4,132,0,0,0,32.9,0.302,23,1 538 | 0,105,90,0,0,29.6,0.197,46,0 539 | 0,57,60,0,0,21.7,0.735,67,0 540 | 0,127,80,37,210,36.3,0.804,23,0 541 | 3,129,92,49,155,36.4,0.968,32,1 542 | 8,100,74,40,215,39.4,0.661,43,1 543 | 3,128,72,25,190,32.4,0.549,27,1 544 | 10,90,85,32,0,34.9,0.825,56,1 545 | 4,84,90,23,56,39.5,0.159,25,0 546 | 1,88,78,29,76,32,0.365,29,0 547 | 8,186,90,35,225,34.5,0.423,37,1 548 | 5,187,76,27,207,43.6,1.034,53,1 549 | 4,131,68,21,166,33.1,0.16,28,0 550 | 1,164,82,43,67,32.8,0.341,50,0 551 | 4,189,110,31,0,28.5,0.68,37,0 552 | 1,116,70,28,0,27.4,0.204,21,0 553 | 3,84,68,30,106,31.9,0.591,25,0 554 | 6,114,88,0,0,27.8,0.247,66,0 555 | 1,88,62,24,44,29.9,0.422,23,0 556 | 1,84,64,23,115,36.9,0.471,28,0 557 | 7,124,70,33,215,25.5,0.161,37,0 558 | 1,97,70,40,0,38.1,0.218,30,0 559 | 8,110,76,0,0,27.8,0.237,58,0 560 | 11,103,68,40,0,46.2,0.126,42,0 561 | 11,85,74,0,0,30.1,0.3,35,0 562 | 6,125,76,0,0,33.8,0.121,54,1 563 | 0,198,66,32,274,41.3,0.502,28,1 564 | 1,87,68,34,77,37.6,0.401,24,0 565 | 6,99,60,19,54,26.9,0.497,32,0 566 | 0,91,80,0,0,32.4,0.601,27,0 567 | 2,95,54,14,88,26.1,0.748,22,0 568 | 1,99,72,30,18,38.6,0.412,21,0 569 | 6,92,62,32,126,32,0.085,46,0 570 | 4,154,72,29,126,31.3,0.338,37,0 571 | 0,121,66,30,165,34.3,0.203,33,1 572 | 3,78,70,0,0,32.5,0.27,39,0 573 | 2,130,96,0,0,22.6,0.268,21,0 574 | 3,111,58,31,44,29.5,0.43,22,0 575 | 2,98,60,17,120,34.7,0.198,22,0 576 | 1,143,86,30,330,30.1,0.892,23,0 577 | 1,119,44,47,63,35.5,0.28,25,0 578 | 6,108,44,20,130,24,0.813,35,0 579 | 2,118,80,0,0,42.9,0.693,21,1 580 | 10,133,68,0,0,27,0.245,36,0 581 | 2,197,70,99,0,34.7,0.575,62,1 582 | 0,151,90,46,0,42.1,0.371,21,1 583 | 6,109,60,27,0,25,0.206,27,0 584 | 12,121,78,17,0,26.5,0.259,62,0 585 | 8,100,76,0,0,38.7,0.19,42,0 586 | 8,124,76,24,600,28.7,0.687,52,1 587 | 1,93,56,11,0,22.5,0.417,22,0 588 | 8,143,66,0,0,34.9,0.129,41,1 589 | 6,103,66,0,0,24.3,0.249,29,0 590 | 3,176,86,27,156,33.3,1.154,52,1 591 | 0,73,0,0,0,21.1,0.342,25,0 592 | 11,111,84,40,0,46.8,0.925,45,1 593 | 2,112,78,50,140,39.4,0.175,24,0 594 | 3,132,80,0,0,34.4,0.402,44,1 595 | 2,82,52,22,115,28.5,1.699,25,0 596 | 6,123,72,45,230,33.6,0.733,34,0 597 | 0,188,82,14,185,32,0.682,22,1 598 | 0,67,76,0,0,45.3,0.194,46,0 599 | 1,89,24,19,25,27.8,0.559,21,0 600 | 1,173,74,0,0,36.8,0.088,38,1 601 | 1,109,38,18,120,23.1,0.407,26,0 602 | 1,108,88,19,0,27.1,0.4,24,0 603 | 6,96,0,0,0,23.7,0.19,28,0 604 | 1,124,74,36,0,27.8,0.1,30,0 605 | 7,150,78,29,126,35.2,0.692,54,1 606 | 4,183,0,0,0,28.4,0.212,36,1 607 | 1,124,60,32,0,35.8,0.514,21,0 608 | 1,181,78,42,293,40,1.258,22,1 609 | 1,92,62,25,41,19.5,0.482,25,0 610 | 0,152,82,39,272,41.5,0.27,27,0 611 | 1,111,62,13,182,24,0.138,23,0 612 | 3,106,54,21,158,30.9,0.292,24,0 613 | 3,174,58,22,194,32.9,0.593,36,1 614 | 7,168,88,42,321,38.2,0.787,40,1 615 | 6,105,80,28,0,32.5,0.878,26,0 616 | 11,138,74,26,144,36.1,0.557,50,1 617 | 3,106,72,0,0,25.8,0.207,27,0 618 | 6,117,96,0,0,28.7,0.157,30,0 619 | 2,68,62,13,15,20.1,0.257,23,0 620 | 9,112,82,24,0,28.2,1.282,50,1 621 | 0,119,0,0,0,32.4,0.141,24,1 622 | 2,112,86,42,160,38.4,0.246,28,0 623 | 2,92,76,20,0,24.2,1.698,28,0 624 | 6,183,94,0,0,40.8,1.461,45,0 625 | 0,94,70,27,115,43.5,0.347,21,0 626 | 2,108,64,0,0,30.8,0.158,21,0 627 | 4,90,88,47,54,37.7,0.362,29,0 628 | 0,125,68,0,0,24.7,0.206,21,0 629 | 0,132,78,0,0,32.4,0.393,21,0 630 | 5,128,80,0,0,34.6,0.144,45,0 631 | 4,94,65,22,0,24.7,0.148,21,0 632 | 7,114,64,0,0,27.4,0.732,34,1 633 | 0,102,78,40,90,34.5,0.238,24,0 634 | 2,111,60,0,0,26.2,0.343,23,0 635 | 1,128,82,17,183,27.5,0.115,22,0 636 | 10,92,62,0,0,25.9,0.167,31,0 637 | 13,104,72,0,0,31.2,0.465,38,1 638 | 5,104,74,0,0,28.8,0.153,48,0 639 | 2,94,76,18,66,31.6,0.649,23,0 640 | 7,97,76,32,91,40.9,0.871,32,1 641 | 1,100,74,12,46,19.5,0.149,28,0 642 | 0,102,86,17,105,29.3,0.695,27,0 643 | 4,128,70,0,0,34.3,0.303,24,0 644 | 6,147,80,0,0,29.5,0.178,50,1 645 | 4,90,0,0,0,28,0.61,31,0 646 | 3,103,72,30,152,27.6,0.73,27,0 647 | 2,157,74,35,440,39.4,0.134,30,0 648 | 1,167,74,17,144,23.4,0.447,33,1 649 | 0,179,50,36,159,37.8,0.455,22,1 650 | 11,136,84,35,130,28.3,0.26,42,1 651 | 0,107,60,25,0,26.4,0.133,23,0 652 | 1,91,54,25,100,25.2,0.234,23,0 653 | 1,117,60,23,106,33.8,0.466,27,0 654 | 5,123,74,40,77,34.1,0.269,28,0 655 | 2,120,54,0,0,26.8,0.455,27,0 656 | 1,106,70,28,135,34.2,0.142,22,0 657 | 2,155,52,27,540,38.7,0.24,25,1 658 | 2,101,58,35,90,21.8,0.155,22,0 659 | 1,120,80,48,200,38.9,1.162,41,0 660 | 11,127,106,0,0,39,0.19,51,0 661 | 3,80,82,31,70,34.2,1.292,27,1 662 | 10,162,84,0,0,27.7,0.182,54,0 663 | 1,199,76,43,0,42.9,1.394,22,1 664 | 8,167,106,46,231,37.6,0.165,43,1 665 | 9,145,80,46,130,37.9,0.637,40,1 666 | 6,115,60,39,0,33.7,0.245,40,1 667 | 1,112,80,45,132,34.8,0.217,24,0 668 | 4,145,82,18,0,32.5,0.235,70,1 669 | 10,111,70,27,0,27.5,0.141,40,1 670 | 6,98,58,33,190,34,0.43,43,0 671 | 9,154,78,30,100,30.9,0.164,45,0 672 | 6,165,68,26,168,33.6,0.631,49,0 673 | 1,99,58,10,0,25.4,0.551,21,0 674 | 10,68,106,23,49,35.5,0.285,47,0 675 | 3,123,100,35,240,57.3,0.88,22,0 676 | 8,91,82,0,0,35.6,0.587,68,0 677 | 6,195,70,0,0,30.9,0.328,31,1 678 | 9,156,86,0,0,24.8,0.23,53,1 679 | 0,93,60,0,0,35.3,0.263,25,0 680 | 3,121,52,0,0,36,0.127,25,1 681 | 2,101,58,17,265,24.2,0.614,23,0 682 | 2,56,56,28,45,24.2,0.332,22,0 683 | 0,162,76,36,0,49.6,0.364,26,1 684 | 0,95,64,39,105,44.6,0.366,22,0 685 | 4,125,80,0,0,32.3,0.536,27,1 686 | 5,136,82,0,0,0,0.64,69,0 687 | 2,129,74,26,205,33.2,0.591,25,0 688 | 3,130,64,0,0,23.1,0.314,22,0 689 | 1,107,50,19,0,28.3,0.181,29,0 690 | 1,140,74,26,180,24.1,0.828,23,0 691 | 1,144,82,46,180,46.1,0.335,46,1 692 | 8,107,80,0,0,24.6,0.856,34,0 693 | 13,158,114,0,0,42.3,0.257,44,1 694 | 2,121,70,32,95,39.1,0.886,23,0 695 | 7,129,68,49,125,38.5,0.439,43,1 696 | 2,90,60,0,0,23.5,0.191,25,0 697 | 7,142,90,24,480,30.4,0.128,43,1 698 | 3,169,74,19,125,29.9,0.268,31,1 699 | 0,99,0,0,0,25,0.253,22,0 700 | 4,127,88,11,155,34.5,0.598,28,0 701 | 4,118,70,0,0,44.5,0.904,26,0 702 | 2,122,76,27,200,35.9,0.483,26,0 703 | 6,125,78,31,0,27.6,0.565,49,1 704 | 1,168,88,29,0,35,0.905,52,1 705 | 2,129,0,0,0,38.5,0.304,41,0 706 | 4,110,76,20,100,28.4,0.118,27,0 707 | 6,80,80,36,0,39.8,0.177,28,0 708 | 10,115,0,0,0,0,0.261,30,1 709 | 2,127,46,21,335,34.4,0.176,22,0 710 | 9,164,78,0,0,32.8,0.148,45,1 711 | 2,93,64,32,160,38,0.674,23,1 712 | 3,158,64,13,387,31.2,0.295,24,0 713 | 5,126,78,27,22,29.6,0.439,40,0 714 | 10,129,62,36,0,41.2,0.441,38,1 715 | 0,134,58,20,291,26.4,0.352,21,0 716 | 3,102,74,0,0,29.5,0.121,32,0 717 | 7,187,50,33,392,33.9,0.826,34,1 718 | 3,173,78,39,185,33.8,0.97,31,1 719 | 10,94,72,18,0,23.1,0.595,56,0 720 | 1,108,60,46,178,35.5,0.415,24,0 721 | 5,97,76,27,0,35.6,0.378,52,1 722 | 4,83,86,19,0,29.3,0.317,34,0 723 | 1,114,66,36,200,38.1,0.289,21,0 724 | 1,149,68,29,127,29.3,0.349,42,1 725 | 5,117,86,30,105,39.1,0.251,42,0 726 | 1,111,94,0,0,32.8,0.265,45,0 727 | 4,112,78,40,0,39.4,0.236,38,0 728 | 1,116,78,29,180,36.1,0.496,25,0 729 | 0,141,84,26,0,32.4,0.433,22,0 730 | 2,175,88,0,0,22.9,0.326,22,0 731 | 2,92,52,0,0,30.1,0.141,22,0 732 | 3,130,78,23,79,28.4,0.323,34,1 733 | 8,120,86,0,0,28.4,0.259,22,1 734 | 2,174,88,37,120,44.5,0.646,24,1 735 | 2,106,56,27,165,29,0.426,22,0 736 | 2,105,75,0,0,23.3,0.56,53,0 737 | 4,95,60,32,0,35.4,0.284,28,0 738 | 0,126,86,27,120,27.4,0.515,21,0 739 | 8,65,72,23,0,32,0.6,42,0 740 | 2,99,60,17,160,36.6,0.453,21,0 741 | 1,102,74,0,0,39.5,0.293,42,1 742 | 11,120,80,37,150,42.3,0.785,48,1 743 | 3,102,44,20,94,30.8,0.4,26,0 744 | 1,109,58,18,116,28.5,0.219,22,0 745 | 9,140,94,0,0,32.7,0.734,45,1 746 | 13,153,88,37,140,40.6,1.174,39,0 747 | 12,100,84,33,105,30,0.488,46,0 748 | 1,147,94,41,0,49.3,0.358,27,1 749 | 1,81,74,41,57,46.3,1.096,32,0 750 | 3,187,70,22,200,36.4,0.408,36,1 751 | 6,162,62,0,0,24.3,0.178,50,1 752 | 4,136,70,0,0,31.2,1.182,22,1 753 | 1,121,78,39,74,39,0.261,28,0 754 | 3,108,62,24,0,26,0.223,25,0 755 | 0,181,88,44,510,43.3,0.222,26,1 756 | 8,154,78,32,0,32.4,0.443,45,1 757 | 1,128,88,39,110,36.5,1.057,37,1 758 | 7,137,90,41,0,32,0.391,39,0 759 | 0,123,72,0,0,36.3,0.258,52,1 760 | 1,106,76,0,0,37.5,0.197,26,0 761 | 6,190,92,0,0,35.5,0.278,66,1 762 | 2,88,58,26,16,28.4,0.766,22,0 763 | 9,170,74,31,0,44,0.403,43,1 764 | 9,89,62,0,0,22.5,0.142,33,0 765 | 10,101,76,48,180,32.9,0.171,63,0 766 | 2,122,70,27,0,36.8,0.34,27,0 767 | 5,121,72,23,112,26.2,0.245,30,0 768 | 1,126,60,0,0,30.1,0.349,47,1 769 | 1,93,70,31,0,30.4,0.315,23,0 -------------------------------------------------------------------------------- /Dataset/new_model.csv: -------------------------------------------------------------------------------- 1 | Bp,Sg,Al,Su,Rbc,Bu,Sc,Sod,Pot,Hemo,Wbcc,Rbcc,Htn,Class 2 | 80.0,1.02,1.0,0.0,1.0,36.0,1.2,137.53,4.63,15.4,7800.0,5.2,1.0,1 3 | 50.0,1.02,4.0,0.0,1.0,18.0,0.8,137.53,4.63,11.3,6000.0,4.71,0.0,1 4 | 80.0,1.01,2.0,3.0,1.0,53.0,1.8,137.53,4.63,9.6,7500.0,4.71,0.0,1 5 | 70.0,1.005,4.0,0.0,1.0,56.0,3.8,111.0,2.5,11.2,6700.0,3.9,1.0,1 6 | 80.0,1.01,2.0,0.0,1.0,26.0,1.4,137.53,4.63,11.6,7300.0,4.6,0.0,1 7 | 90.0,1.015,3.0,0.0,1.0,25.0,1.1,142.0,3.2,12.2,7800.0,4.4,1.0,1 8 | 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80.0,1.015,2.0,0.0,0.0,148.0,3.9,135.0,5.2,7.7,9200.0,3.2,1.0,1 23 | 90.0,1.02,1.0,0.0,1.0,180.0,76.0,4.5,4.63,10.9,6200.0,3.6,1.0,1 24 | 80.0,1.025,4.0,0.0,1.0,163.0,7.7,136.0,3.8,9.8,6900.0,3.4,1.0,1 25 | 70.0,1.01,0.0,0.0,1.0,57.0,3.07,137.53,4.63,12.53,8406.0,4.71,0.0,1 26 | 100.0,1.015,4.0,0.0,1.0,50.0,1.4,129.0,4.0,11.1,8300.0,4.6,1.0,1 27 | 60.0,1.025,0.0,0.0,1.0,75.0,1.9,141.0,5.2,9.9,8400.0,3.7,1.0,1 28 | 80.0,1.015,0.0,0.0,1.0,45.0,2.4,140.0,3.4,11.6,10300.0,4.0,1.0,1 29 | 70.0,1.01,3.0,4.0,1.0,87.0,2.7,130.0,4.0,12.5,9600.0,4.1,1.0,1 30 | 70.0,1.02,1.0,3.0,1.0,31.0,1.4,137.53,4.63,12.53,8406.0,4.71,0.0,1 31 | 70.0,1.005,1.0,0.0,0.0,28.0,1.4,137.53,4.63,12.9,8406.0,4.71,0.0,1 32 | 70.0,1.02,1.0,0.0,1.0,155.0,7.3,132.0,4.9,12.53,8406.0,4.71,1.0,1 33 | 90.0,1.015,3.0,0.0,1.0,33.0,1.5,141.0,4.6,10.1,7800.0,4.0,0.0,1 34 | 90.0,1.01,1.0,1.0,1.0,39.0,1.5,133.0,4.9,11.3,9600.0,4.0,1.0,1 35 | 100.0,1.02,2.0,0.0,0.0,55.0,2.5,137.53,4.63,10.1,8406.0,4.71,1.0,1 36 | 70.0,1.01,1.0,0.0,1.0,153.0,5.2,137.53,4.63,12.53,8406.0,4.71,0.0,1 37 | 90.0,1.02,2.0,1.0,0.0,39.0,2.0,137.53,4.63,12.0,9800.0,4.9,1.0,1 38 | 70.0,1.015,1.0,0.0,1.0,29.0,1.8,133.0,3.9,10.3,8406.0,4.71,1.0,1 39 | 80.0,1.02,1.0,0.0,1.0,65.0,3.4,141.0,4.7,9.7,6900.0,2.5,1.0,1 40 | 80.0,1.02,3.0,0.0,0.0,103.0,4.1,132.0,5.9,12.5,8406.0,4.71,1.0,1 41 | 80.0,1.01,2.0,2.0,1.0,70.0,3.4,136.0,4.2,13.0,9800.0,4.2,1.0,1 42 | 90.0,1.01,2.0,0.0,1.0,80.0,2.1,137.53,4.63,11.1,9100.0,4.1,1.0,1 43 | 70.0,1.01,0.0,0.0,1.0,20.0,0.7,137.53,4.63,12.53,8406.0,4.71,0.0,1 44 | 100.0,1.01,0.0,0.0,1.0,29.0,1.0,139.0,4.2,9.7,9200.0,4.5,1.0,1 45 | 80.0,1.01,1.0,0.0,0.0,202.0,10.8,134.0,3.4,7.9,7900.0,3.1,0.0,1 46 | 80.0,1.01,3.0,0.0,0.0,77.0,6.3,134.0,4.8,9.7,8406.0,4.71,1.0,1 47 | 80.0,1.02,3.0,0.0,1.0,89.0,5.9,130.0,4.9,9.3,8406.0,4.71,1.0,1 48 | 70.0,1.015,0.0,0.0,1.0,24.0,1.2,142.0,4.2,12.4,6400.0,4.7,0.0,1 49 | 80.0,1.01,3.0,0.0,1.0,17.0,0.8,137.53,4.63,15.0,8600.0,4.71,0.0,1 50 | 70.0,1.005,0.0,0.0,1.0,32.0,0.9,125.0,4.0,10.0,18900.0,3.5,1.0,1 51 | 70.0,1.01,2.0,0.0,1.0,72.0,3.0,137.53,4.63,9.7,21600.0,3.5,1.0,1 52 | 60.0,1.02,1.0,0.0,1.0,114.0,3.25,142.0,4.3,8.6,11000.0,3.8,1.0,1 53 | 100.0,1.015,3.0,0.0,1.0,66.0,1.6,136.0,4.4,10.3,8406.0,4.71,1.0,1 54 | 90.0,1.015,0.0,0.0,1.0,38.0,2.2,137.53,4.63,10.9,4300.0,3.7,0.0,1 55 | 80.0,1.015,0.0,5.0,1.0,24.0,1.0,137.53,4.63,13.6,8500.0,4.7,1.0,1 56 | 80.0,1.01,2.0,2.0,1.0,57.0,3.4,136.0,4.2,13.0,9800.0,4.2,1.0,1 57 | 80.0,1.005,3.0,0.0,0.0,57.0,3.07,137.53,4.63,9.5,8406.0,4.71,0.0,1 58 | 70.0,1.015,3.0,4.0,1.0,164.0,9.7,131.0,4.4,10.2,11300.0,3.4,1.0,1 59 | 90.0,1.02,1.0,0.0,1.0,155.0,7.3,132.0,4.9,12.53,8406.0,4.71,1.0,1 60 | 80.0,1.02,2.0,0.0,0.0,142.0,4.6,138.0,5.8,10.5,7200.0,4.3,1.0,1 61 | 100.0,1.02,1.0,0.0,1.0,96.0,6.4,137.53,4.63,6.6,8406.0,4.71,1.0,1 62 | 90.0,1.02,1.0,0.0,1.0,66.0,3.2,138.0,6.6,12.53,8406.0,4.71,1.0,1 63 | 80.0,1.01,1.0,3.0,1.0,391.0,32.0,163.0,39.0,12.53,8406.0,4.71,0.0,1 64 | 60.0,1.02,3.0,0.0,1.0,15.0,0.6,138.0,4.0,11.0,7700.0,3.8,1.0,1 65 | 70.0,1.015,1.0,0.0,0.0,111.0,6.1,131.0,3.7,7.5,8406.0,4.71,0.0,1 66 | 80.0,1.01,0.0,0.0,1.0,57.0,3.07,137.53,4.63,9.8,8406.0,4.71,0.0,1 67 | 90.0,1.01,1.0,0.0,1.0,20.0,1.1,137.53,4.63,15.0,8406.0,4.71,0.0,1 68 | 70.0,1.02,2.0,0.0,0.0,55.0,1.6,131.0,4.8,12.53,8406.0,4.71,1.0,1 69 | 80.0,1.02,3.0,0.0,1.0,57.0,3.07,137.53,4.63,12.53,8406.0,4.71,0.0,1 70 | 70.0,1.01,2.0,0.0,1.0,73.0,3.3,137.53,4.63,10.9,8406.0,4.71,0.0,1 71 | 70.0,1.015,0.0,4.0,1.0,20.0,1.1,137.53,4.63,15.6,6900.0,6.0,0.0,1 72 | 80.0,1.015,0.0,4.0,1.0,19.0,0.7,137.0,4.4,15.2,8300.0,5.2,1.0,1 73 | 60.0,1.01,1.0,0.0,1.0,92.0,3.3,141.0,4.0,9.8,14600.0,3.2,1.0,1 74 | 90.0,1.01,3.0,3.0,1.0,35.0,1.3,137.53,4.63,10.3,8406.0,4.71,1.0,1 75 | 100.0,1.015,2.0,0.0,0.0,107.0,6.7,132.0,4.4,4.8,6300.0,4.71,1.0,1 76 | 90.0,1.015,2.0,0.0,0.0,107.0,6.7,131.0,4.8,9.1,6400.0,3.4,1.0,1 77 | 76.0,1.015,1.0,0.0,1.0,16.0,0.7,138.0,3.2,8.1,8406.0,4.71,0.0,1 78 | 80.0,1.005,4.0,0.0,0.0,139.0,8.5,132.0,5.5,10.3,6200.0,4.0,0.0,1 79 | 70.0,1.01,1.0,0.0,1.0,48.0,3.2,137.0,5.0,11.9,7100.0,3.7,1.0,1 80 | 80.0,1.02,1.0,0.0,1.0,85.0,3.2,141.0,3.5,10.1,8406.0,4.71,1.0,1 81 | 80.0,1.01,1.0,0.0,1.0,55.0,1.8,137.53,4.63,13.5,11800.0,5.0,1.0,1 82 | 80.0,1.01,0.0,0.0,1.0,98.0,2.8,133.0,5.0,10.8,9400.0,3.8,1.0,1 83 | 90.0,1.02,1.0,0.0,1.0,45.0,2.4,128.0,4.4,8.3,5500.0,3.7,1.0,1 84 | 70.0,1.02,1.0,0.0,1.0,77.0,1.9,140.0,3.9,12.53,8406.0,4.71,1.0,1 85 | 70.0,1.015,1.0,0.0,1.0,19.0,1.0,134.0,3.6,12.53,8406.0,4.71,1.0,1 86 | 70.0,1.01,3.0,0.0,1.0,186.0,15.0,135.0,7.6,7.1,3800.0,2.1,1.0,1 87 | 70.0,1.015,2.0,0.0,1.0,46.0,1.5,137.53,4.63,9.9,8406.0,4.71,0.0,1 88 | 80.0,1.02,1.0,0.0,1.0,37.0,1.9,137.53,4.63,12.53,8406.0,4.71,0.0,1 89 | 100.0,1.005,1.0,0.0,1.0,47.0,2.9,137.53,4.63,11.1,5800.0,5.0,1.0,1 90 | 110.0,1.01,4.0,0.0,1.0,52.0,2.2,137.53,4.63,12.53,13200.0,4.7,1.0,1 91 | 70.0,1.02,0.0,0.0,1.0,32.0,1.4,139.0,4.7,12.53,8406.0,4.71,0.0,1 92 | 100.0,1.01,2.0,2.0,1.0,35.0,3.2,143.0,3.5,13.0,9800.0,4.2,1.0,1 93 | 70.0,1.015,4.0,1.0,0.0,26.0,1.7,136.0,3.8,16.1,12500.0,5.6,0.0,1 94 | 70.0,1.01,3.0,0.0,1.0,82.0,3.6,133.0,4.4,10.4,5600.0,3.6,1.0,1 95 | 100.0,1.01,3.0,2.0,0.0,90.0,5.6,140.0,2.9,9.2,7000.0,3.2,1.0,1 96 | 70.0,1.01,0.0,0.0,1.0,66.0,1.6,137.0,4.5,11.6,11900.0,3.9,0.0,1 97 | 90.0,1.015,1.0,0.0,1.0,25.0,1.1,131.0,3.7,12.53,8406.0,4.71,1.0,1 98 | 80.0,1.01,1.0,1.0,1.0,32.0,2.7,137.53,4.63,11.2,8406.0,4.71,0.0,1 99 | 60.0,1.015,1.0,0.0,1.0,51.0,2.2,132.0,3.8,10.0,9100.0,4.0,1.0,1 100 | 140.0,1.02,1.0,0.0,1.0,106.0,6.5,135.0,4.3,6.2,5800.0,2.3,1.0,1 101 | 180.0,1.02,0.0,4.0,1.0,24.0,1.2,139.0,3.9,11.2,10400.0,4.2,1.0,1 102 | 70.0,1.015,4.0,0.0,0.0,22.0,0.9,133.0,3.8,12.53,8406.0,4.71,0.0,1 103 | 90.0,1.015,2.0,0.0,1.0,80.0,4.4,139.0,5.7,11.3,10700.0,3.9,0.0,1 104 | 60.0,1.01,0.0,0.0,1.0,32.0,2.1,141.0,4.2,13.9,7000.0,4.71,0.0,1 105 | 70.0,1.015,2.0,0.0,1.0,217.0,10.2,137.53,4.63,10.2,12700.0,4.2,1.0,1 106 | 90.0,1.02,1.0,0.0,1.0,88.0,2.0,137.53,4.63,12.53,8406.0,4.71,1.0,1 107 | 80.0,1.015,0.0,0.0,1.0,32.0,11.5,139.0,4.0,14.1,6800.0,5.2,0.0,1 108 | 90.0,1.02,1.0,0.0,1.0,118.0,6.1,127.0,4.4,6.0,6500.0,4.71,1.0,1 109 | 100.0,1.015,1.0,4.0,1.0,53.0,2.8,139.0,4.5,11.2,13600.0,4.4,1.0,1 110 | 80.0,1.015,0.0,0.0,1.0,15.0,1.0,141.0,4.2,11.8,10200.0,4.2,0.0,1 111 | 70.0,1.02,1.0,0.0,1.0,50.1,1.9,137.53,4.63,11.7,8406.0,4.71,0.0,1 112 | 90.0,1.015,0.0,0.0,1.0,19.0,2.0,142.0,3.8,11.7,11400.0,4.7,0.0,1 113 | 80.0,1.01,3.0,3.0,1.0,71.0,4.4,128.0,5.4,10.0,9000.0,3.9,1.0,1 114 | 60.0,1.015,3.0,0.0,0.0,34.0,1.2,137.53,4.63,10.8,8406.0,4.71,0.0,1 115 | 90.0,1.015,0.0,2.0,1.0,57.0,3.07,137.53,4.63,12.53,9800.0,4.71,0.0,1 116 | 60.0,1.015,3.0,0.0,0.0,51.0,1.8,137.53,4.63,12.1,10300.0,4.71,0.0,1 117 | 80.0,1.01,0.0,0.0,1.0,28.0,0.9,137.53,4.63,12.4,5600.0,4.3,0.0,1 118 | 70.0,1.015,4.0,0.0,0.0,16.0,0.5,137.53,4.63,12.53,8406.0,4.71,0.0,1 119 | 70.0,1.02,0.0,0.0,1.0,36.0,1.3,139.0,3.7,12.5,9800.0,4.4,0.0,1 120 | 70.0,1.01,3.0,0.0,1.0,25.0,1.2,137.53,4.63,11.4,8406.0,4.71,0.0,1 121 | 70.0,1.01,0.0,0.0,1.0,27.0,1.2,137.53,4.63,12.53,8406.0,4.71,0.0,1 122 | 90.0,1.025,1.0,3.0,1.0,40.0,2.2,137.0,5.3,12.6,8406.0,4.71,0.0,1 123 | 60.0,1.02,3.0,0.0,1.0,21.0,1.3,137.0,3.4,15.0,8406.0,4.71,1.0,1 124 | 70.0,1.02,1.0,0.0,1.0,219.0,12.2,130.0,3.8,6.0,8406.0,4.71,1.0,1 125 | 80.0,1.015,2.0,3.0,1.0,30.0,1.1,137.53,4.63,14.0,14900.0,4.71,0.0,1 126 | 100.0,1.015,0.0,0.0,1.0,98.0,2.5,137.53,4.63,9.1,5500.0,3.6,1.0,1 127 | 90.0,1.02,1.0,0.0,1.0,36.0,2.5,131.0,4.3,12.53,8406.0,4.71,1.0,1 128 | 90.0,1.015,0.0,0.0,1.0,125.0,4.0,136.0,4.6,12.0,8200.0,4.5,1.0,1 129 | 60.0,1.015,4.0,0.0,1.0,125.0,5.3,136.0,4.9,11.4,15200.0,4.3,1.0,1 130 | 90.0,1.015,4.0,3.0,1.0,166.0,5.6,133.0,47.0,8.1,5000.0,2.9,1.0,1 131 | 70.0,1.025,1.0,0.0,1.0,49.0,1.4,135.0,4.7,11.1,8406.0,4.71,1.0,1 132 | 90.0,1.01,2.0,0.0,1.0,208.0,9.2,134.0,4.8,8.2,16300.0,2.7,0.0,1 133 | 50.0,1.01,0.0,0.0,1.0,25.0,0.6,137.53,4.63,11.8,12400.0,4.71,0.0,1 134 | 76.0,1.02,1.0,0.0,1.0,176.0,13.8,136.0,4.5,8.6,13200.0,2.7,1.0,1 135 | 100.0,1.015,4.0,0.0,1.0,125.0,5.3,136.0,4.9,12.0,8400.0,8.0,1.0,1 136 | 100.0,1.01,1.0,0.0,1.0,57.0,16.9,138.0,5.2,10.8,10200.0,3.8,0.0,1 137 | 80.0,1.015,0.0,2.0,1.0,24.0,1.3,140.0,4.0,13.2,8406.0,4.71,0.0,1 138 | 90.0,1.02,1.0,0.0,1.0,68.0,2.8,146.0,6.3,9.3,8406.0,4.71,1.0,1 139 | 60.0,1.01,2.0,0.0,1.0,86.0,4.0,134.0,5.1,10.0,9200.0,4.71,1.0,1 140 | 76.0,1.01,1.0,0.0,1.0,51.0,1.6,142.0,3.5,12.53,8406.0,4.71,0.0,1 141 | 70.0,1.015,2.0,0.0,1.0,68.0,2.8,132.0,4.1,11.1,8406.0,4.71,1.0,1 142 | 70.0,1.01,0.0,4.0,1.0,40.0,1.2,142.0,5.6,12.53,8406.0,4.71,0.0,1 143 | 70.0,1.01,1.0,0.0,1.0,106.0,6.0,137.0,4.9,6.1,6500.0,4.71,1.0,1 144 | 90.0,1.02,1.0,0.0,1.0,145.0,7.1,135.0,5.3,12.53,8406.0,4.71,0.0,1 145 | 80.0,1.015,1.0,4.0,0.0,165.0,18.0,135.0,4.7,12.53,8406.0,4.71,0.0,1 146 | 90.0,1.01,2.0,0.0,0.0,53.0,2.3,136.0,5.2,11.1,10500.0,4.1,0.0,1 147 | 90.0,1.015,5.0,0.0,0.0,322.0,13.0,126.0,4.8,8.0,4200.0,3.3,1.0,1 148 | 100.0,1.01,1.0,3.0,0.0,23.0,1.0,139.0,4.0,12.53,8406.0,4.71,0.0,1 149 | 60.0,1.01,3.0,1.0,1.0,36.0,1.7,130.0,3.0,7.9,15200.0,3.0,1.0,1 150 | 60.0,1.02,1.0,0.0,1.0,26.0,48.1,137.53,4.63,12.53,8406.0,4.71,1.0,1 151 | 70.0,1.02,1.0,0.0,0.0,29.0,1.0,137.53,4.63,10.5,8406.0,4.71,1.0,1 152 | 60.0,1.025,3.0,0.0,1.0,27.0,0.9,137.53,4.63,12.3,6700.0,4.71,0.0,1 153 | 90.0,1.02,1.0,0.0,1.0,46.0,1.7,141.0,5.5,9.6,8406.0,4.71,1.0,1 154 | 70.0,1.01,0.0,0.0,1.0,20.0,0.8,133.0,3.5,10.9,8406.0,4.71,0.0,1 155 | 90.0,1.01,2.0,1.0,0.0,235.0,14.2,132.0,3.4,8.3,14600.0,2.9,1.0,1 156 | 90.0,1.005,4.0,3.0,0.0,132.0,16.4,140.0,4.2,8.4,8406.0,3.0,1.0,1 157 | 70.0,1.02,3.0,0.0,0.0,40.0,1.8,137.53,4.63,11.1,4700.0,4.71,0.0,1 158 | 90.0,1.015,2.0,0.0,1.0,76.0,3.3,137.53,4.63,12.53,8406.0,4.71,0.0,1 159 | 70.0,1.025,3.0,0.0,1.0,42.0,1.7,136.0,4.7,12.6,7900.0,3.9,1.0,1 160 | 60.0,1.02,3.0,2.0,1.0,48.0,1.5,132.0,4.0,10.9,8406.0,4.71,1.0,1 161 | 80.0,1.01,1.0,0.0,0.0,35.0,1.3,122.0,3.5,10.4,10900.0,4.3,0.0,1 162 | 60.0,1.02,1.0,0.0,1.0,39.0,2.1,147.0,4.2,10.9,9400.0,2.4,1.0,1 163 | 76.0,1.015,3.0,0.0,0.0,57.0,3.07,137.53,4.63,14.3,10200.0,4.8,1.0,1 164 | 70.0,1.02,1.0,0.0,1.0,34.0,1.5,124.0,4.1,9.8,6000.0,4.71,0.0,1 165 | 80.0,1.01,0.0,0.0,1.0,40.0,2.0,140.0,4.1,9.0,8100.0,3.2,1.0,1 166 | 76.0,1.015,0.0,0.0,1.0,15.0,0.8,137.0,4.2,14.3,9500.0,5.4,0.0,1 167 | 80.0,1.02,0.0,2.0,1.0,57.0,3.07,137.53,4.63,12.53,8406.0,4.71,0.0,1 168 | 60.0,1.02,1.0,0.0,1.0,44.0,3.9,127.0,4.3,12.53,8406.0,4.71,0.0,1 169 | 70.0,1.02,0.0,0.0,0.0,19.0,0.9,137.53,4.63,12.7,2200.0,4.71,0.0,1 170 | 70.0,1.015,4.0,4.0,1.0,28.0,1.5,137.53,4.63,11.0,6700.0,4.71,1.0,1 171 | 70.0,1.01,0.0,2.0,1.0,68.0,2.8,137.53,4.63,8.7,8406.0,4.71,1.0,1 172 | 70.0,1.015,2.0,5.0,1.0,41.0,1.7,131.0,3.9,12.5,9600.0,4.4,1.0,1 173 | 70.0,1.02,3.0,0.0,1.0,60.0,2.6,115.0,5.7,8.7,12800.0,3.1,1.0,1 174 | 80.0,1.01,1.0,2.0,1.0,113.0,2.9,130.0,2.5,10.6,12800.0,4.9,0.0,1 175 | 70.0,1.015,1.0,0.0,0.0,1.5,7.3,145.0,2.8,13.1,11200.0,4.71,0.0,1 176 | 70.0,1.02,1.0,0.0,1.0,146.0,7.5,141.0,4.7,11.0,8600.0,4.6,0.0,1 177 | 50.0,1.01,0.0,0.0,1.0,58.0,2.2,113.0,3.0,12.53,4200.0,3.4,1.0,1 178 | 90.0,1.01,4.0,0.0,1.0,40.0,1.7,125.0,3.5,8.3,12400.0,3.9,0.0,1 179 | 80.0,1.015,2.0,1.0,1.0,133.0,2.5,137.53,4.63,13.2,8406.0,4.71,0.0,1 180 | 90.0,1.02,2.0,0.0,0.0,153.0,2.7,139.0,4.3,9.8,9800.0,4.71,0.0,1 181 | 90.0,1.01,2.0,0.0,1.0,53.0,2.3,137.53,4.63,11.9,8406.0,4.71,0.0,1 182 | 90.0,1.01,1.0,4.0,0.0,56.0,1.9,137.53,4.63,10.3,8406.0,4.71,0.0,1 183 | 70.0,1.025,2.0,0.0,1.0,52.0,2.2,136.0,3.8,10.0,19100.0,3.7,0.0,1 184 | 80.0,1.02,0.0,0.0,1.0,23.0,0.8,140.0,4.1,11.3,8406.0,4.71,0.0,1 185 | 70.0,1.015,0.0,0.0,1.0,106.0,6.5,135.0,4.3,12.53,8406.0,4.71,0.0,1 186 | 60.0,1.015,3.0,2.0,1.0,137.0,3.3,133.0,4.5,11.3,5800.0,3.6,1.0,1 187 | 76.0,1.02,1.0,0.0,1.0,23.0,0.6,138.0,4.4,12.0,8406.0,4.71,0.0,1 188 | 50.0,1.02,4.0,0.0,1.0,46.0,1.0,135.0,3.8,12.53,8406.0,4.71,0.0,1 189 | 76.0,1.01,2.0,0.0,1.0,22.0,0.7,137.53,4.63,10.7,12300.0,4.71,0.0,1 190 | 76.0,1.02,1.0,0.0,1.0,66.0,2.5,142.0,3.6,12.2,8406.0,4.71,0.0,1 191 | 60.0,1.01,4.0,1.0,0.0,58.0,4.3,137.0,5.4,9.5,7500.0,3.4,1.0,1 192 | 60.0,1.01,4.0,0.0,0.0,67.0,1.0,135.0,4.9,9.9,16700.0,4.8,0.0,1 193 | 70.0,1.01,3.0,0.0,1.0,115.0,6.0,134.0,2.7,9.1,9200.0,3.4,1.0,1 194 | 110.0,1.015,0.0,0.0,1.0,16.0,0.9,137.53,4.63,12.53,8406.0,4.71,0.0,1 195 | 90.0,1.025,1.0,0.0,0.0,223.0,18.1,113.0,6.5,5.5,2600.0,2.8,1.0,1 196 | 70.0,1.01,2.0,0.0,1.0,49.0,1.2,137.53,4.63,12.53,8406.0,4.71,1.0,1 197 | 90.0,1.02,2.0,1.0,0.0,98.6,3.3,138.0,3.9,5.8,8406.0,4.71,1.0,1 198 | 100.0,1.01,3.0,0.0,0.0,158.0,11.8,122.0,3.2,8.1,9600.0,3.5,1.0,1 199 | 80.0,1.02,1.0,0.0,1.0,111.0,9.3,124.0,5.3,6.8,4300.0,3.0,1.0,1 200 | 100.0,1.02,4.0,2.0,1.0,40.0,3.2,137.0,4.7,11.2,26400.0,3.9,1.0,1 201 | 80.0,1.015,0.0,0.0,1.0,37.0,1.5,140.0,5.2,8.8,10700.0,3.2,1.0,1 202 | 90.0,1.025,1.0,0.0,1.0,89.0,3.0,140.0,4.1,12.0,7900.0,3.9,1.0,1 203 | 70.0,1.02,1.0,0.0,1.0,94.0,7.3,137.0,4.3,7.9,8406.0,4.71,1.0,1 204 | 60.0,1.02,1.0,0.0,1.0,74.0,2.9,135.0,5.9,8.0,8406.0,4.71,0.0,1 205 | 90.0,1.02,1.0,0.0,1.0,80.0,6.8,142.0,5.5,8.5,8406.0,4.71,1.0,1 206 | 90.0,1.01,4.0,2.0,1.0,82.0,13.5,145.0,6.3,8.8,8406.0,4.71,1.0,1 207 | 70.0,1.02,1.0,0.0,1.0,28.0,2.1,137.53,4.63,12.6,8406.0,4.71,1.0,1 208 | 70.0,1.01,1.0,0.0,1.0,96.0,3.9,135.0,4.0,13.8,8406.0,4.71,1.0,1 209 | 70.0,1.01,0.0,0.0,1.0,50.0,2.2,137.53,4.63,12.0,10400.0,4.6,1.0,1 210 | 80.0,1.02,1.0,0.0,1.0,37.0,1.5,137.53,4.63,12.3,6900.0,4.9,1.0,1 211 | 70.0,1.02,0.0,0.0,1.0,57.0,3.07,137.53,4.63,11.5,6900.0,4.71,0.0,1 212 | 100.0,1.015,4.0,2.0,1.0,132.0,12.8,135.0,5.7,7.3,9800.0,3.9,1.0,1 213 | 120.0,1.015,0.0,0.0,1.0,18.0,1.2,137.53,4.63,12.53,8406.0,4.71,0.0,1 214 | 70.0,1.015,3.0,4.0,1.0,150.0,11.9,132.0,5.6,10.9,8800.0,3.4,1.0,1 215 | 80.0,1.01,3.0,1.0,1.0,73.0,3.9,137.0,4.9,10.9,7400.0,3.7,1.0,1 216 | 80.0,1.015,0.0,0.0,1.0,30.0,1.0,137.53,4.63,13.7,4900.0,5.2,0.0,1 217 | 76.0,1.01,3.0,0.0,1.0,57.0,3.07,137.53,4.63,12.53,8406.0,4.71,0.0,1 218 | 70.0,1.01,0.0,0.0,1.0,15.0,3.07,137.53,4.63,12.8,8406.0,4.71,0.0,1 219 | 100.0,1.01,1.0,0.0,1.0,61.0,1.8,141.0,4.4,12.2,10500.0,4.3,0.0,1 220 | 90.0,1.015,0.0,0.0,1.0,19.0,0.8,137.53,4.63,11.8,7000.0,4.71,0.0,1 221 | 90.0,1.01,0.0,0.0,1.0,57.0,2.5,137.53,4.63,9.8,8000.0,3.3,1.0,1 222 | 80.0,1.01,0.0,0.0,1.0,57.0,3.07,137.53,4.63,11.9,8800.0,4.71,0.0,1 223 | 70.0,1.02,1.0,0.0,1.0,30.0,1.7,138.0,5.3,12.53,8406.0,4.71,1.0,1 224 | 60.0,1.02,1.0,0.0,1.0,68.0,1.8,137.53,4.63,12.53,8406.0,4.71,1.0,1 225 | 90.0,1.01,0.0,3.0,1.0,30.0,1.3,136.0,4.1,13.0,9200.0,4.6,1.0,1 226 | 60.0,1.02,0.0,0.0,1.0,28.0,2.2,138.0,3.8,12.53,8406.0,4.71,0.0,1 227 | 90.0,1.01,3.0,5.0,0.0,95.0,2.7,131.0,3.8,11.5,12000.0,4.5,1.0,1 228 | 100.0,1.015,4.0,2.0,0.0,54.0,7.2,140.0,4.6,7.9,7500.0,3.4,1.0,1 229 | 80.0,1.015,0.0,0.0,1.0,48.0,1.6,137.53,4.63,11.3,7200.0,3.8,1.0,1 230 | 70.0,1.02,1.0,0.0,1.0,52.0,2.5,137.53,4.63,12.53,8406.0,4.71,1.0,1 231 | 50.0,1.01,3.0,0.0,1.0,191.0,12.0,114.0,2.9,9.6,15700.0,3.8,0.0,1 232 | 60.0,1.01,2.0,0.0,1.0,17.0,1.7,130.0,4.3,12.53,9500.0,4.71,1.0,1 233 | 90.0,1.02,1.0,0.0,1.0,51.0,2.8,138.0,3.7,11.5,8406.0,4.71,1.0,1 234 | 90.0,1.015,1.0,0.0,0.0,57.0,3.07,137.53,4.63,12.53,8406.0,4.71,0.0,1 235 | 100.0,1.015,2.0,0.0,1.0,20.0,1.6,146.0,4.5,12.53,8406.0,4.71,0.0,1 236 | 100.0,1.01,0.0,0.0,0.0,19.0,1.3,137.53,4.63,15.0,4100.0,5.2,1.0,1 237 | 70.0,1.01,2.0,0.0,1.0,93.0,2.3,137.53,4.63,7.9,5700.0,4.71,0.0,1 238 | 80.0,1.02,1.0,0.0,1.0,66.0,2.0,136.0,5.4,9.1,8406.0,4.71,1.0,1 239 | 70.0,1.015,2.0,2.0,1.0,53.0,2.2,137.53,4.63,12.7,9600.0,4.71,1.0,1 240 | 100.0,1.02,1.0,0.0,1.0,241.0,13.4,127.0,4.8,9.4,8406.0,4.71,1.0,1 241 | 90.0,1.015,2.0,0.0,1.0,50.0,1.6,137.0,4.1,11.9,8406.0,4.71,0.0,1 242 | 70.0,1.015,1.0,0.0,1.0,46.0,1.4,137.53,4.63,11.4,5000.0,4.1,1.0,1 243 | 70.0,1.015,1.0,0.0,1.0,45.0,1.5,140.0,3.3,10.4,4200.0,3.9,0.0,1 244 | 70.0,1.01,4.0,3.0,1.0,96.0,6.3,120.0,3.9,9.4,11500.0,3.3,1.0,1 245 | 90.0,1.02,2.0,1.0,1.0,48.0,2.4,138.0,2.9,13.4,11000.0,6.1,1.0,1 246 | 90.0,1.015,3.0,2.0,1.0,64.0,2.8,135.0,4.1,12.2,9800.0,4.6,1.0,1 247 | 100.0,1.02,1.0,0.0,1.0,79.0,5.3,135.0,6.3,6.3,7200.0,2.6,1.0,1 248 | 110.0,1.015,3.0,0.0,0.0,215.0,15.2,120.0,5.7,8.6,5000.0,2.5,1.0,1 249 | 90.0,1.025,1.0,0.0,1.0,18.0,1.2,140.0,4.2,12.53,8406.0,4.71,0.0,1 250 | 70.0,1.01,1.0,3.0,0.0,55.0,1.7,138.0,4.5,12.6,10200.0,4.1,1.0,1 251 | 90.0,1.01,4.0,1.0,1.0,309.0,13.3,124.0,6.5,3.1,5400.0,2.1,1.0,1 252 | 80.0,1.025,0.0,0.0,1.0,10.0,1.2,135.0,5.0,15.0,10400.0,4.5,0.0,0 253 | 80.0,1.025,0.0,0.0,1.0,36.0,1.0,150.0,4.6,17.0,9800.0,5.0,0.0,0 254 | 80.0,1.025,0.0,0.0,1.0,49.0,0.6,147.0,4.4,15.9,9100.0,4.7,0.0,0 255 | 80.0,1.025,0.0,0.0,1.0,17.0,1.2,135.0,4.7,15.4,6200.0,6.2,0.0,0 256 | 60.0,1.025,0.0,0.0,1.0,38.0,0.8,135.0,3.7,13.0,8300.0,5.2,0.0,0 257 | 80.0,1.025,0.0,0.0,1.0,27.0,1.2,144.0,3.9,13.6,9200.0,6.3,0.0,0 258 | 80.0,1.025,0.0,0.0,1.0,10.0,0.5,146.0,5.0,14.5,10700.0,5.1,0.0,0 259 | 60.0,1.02,0.0,0.0,1.0,36.0,0.7,135.0,3.7,14.0,9100.0,5.8,0.0,0 260 | 80.0,1.02,0.0,0.0,1.0,20.0,0.5,140.0,3.5,13.9,8400.0,5.5,0.0,0 261 | 80.0,1.02,0.0,0.0,1.0,31.0,1.2,135.0,5.0,16.1,4300.0,5.2,0.0,0 262 | 80.0,1.02,0.0,0.0,1.0,38.0,1.0,147.0,3.8,14.1,9400.0,5.3,0.0,0 263 | 80.0,1.02,0.0,0.0,1.0,32.0,1.2,139.0,3.9,17.0,5600.0,4.9,0.0,0 264 | 80.0,1.02,0.0,0.0,1.0,18.0,0.9,135.0,3.6,15.5,7200.0,5.4,0.0,0 265 | 80.0,1.02,0.0,0.0,1.0,46.0,1.2,137.0,5.0,16.2,8600.0,5.2,0.0,0 266 | 80.0,1.02,0.0,0.0,1.0,24.0,0.7,140.0,4.1,14.4,5000.0,4.5,0.0,0 267 | 80.0,1.02,0.0,0.0,1.0,40.0,0.6,150.0,4.5,14.2,10500.0,5.0,0.0,0 268 | 80.0,1.02,0.0,0.0,1.0,17.0,1.2,135.0,4.8,13.2,6800.0,5.3,0.0,0 269 | 80.0,1.025,0.0,0.0,1.0,33.0,0.9,146.0,3.9,13.9,9500.0,4.8,0.0,0 270 | 80.0,1.02,1.0,0.0,1.0,49.0,1.0,140.0,5.0,16.3,8500.0,4.9,0.0,0 271 | 80.0,1.025,0.0,0.0,1.0,19.0,1.2,142.0,4.9,15.0,6900.0,5.3,0.0,0 272 | 80.0,1.025,0.0,0.0,1.0,34.0,1.1,145.0,4.0,14.3,7200.0,5.0,0.0,0 273 | 80.0,1.025,0.0,0.0,1.0,25.0,0.5,144.0,4.8,13.8,9000.0,4.5,0.0,0 274 | 80.0,1.025,0.0,0.0,1.0,15.0,1.2,135.0,5.0,14.8,5600.0,5.5,0.0,0 275 | 80.0,1.02,0.0,0.0,1.0,35.0,0.9,140.0,4.1,12.53,8406.0,4.71,0.0,0 276 | 80.0,1.02,0.0,0.0,1.0,23.0,0.7,141.0,4.2,14.4,8406.0,4.71,0.0,0 277 | 80.0,1.02,0.0,0.0,1.0,22.0,1.2,139.0,4.6,16.5,4700.0,4.6,0.0,0 278 | 60.0,1.025,0.0,0.0,1.0,57.0,3.07,137.0,4.7,14.0,4500.0,5.5,0.0,0 279 | 60.0,1.025,0.0,0.0,1.0,46.0,1.0,135.0,5.0,15.7,6300.0,4.8,0.0,0 280 | 60.0,1.02,0.0,0.0,1.0,44.0,1.2,142.0,4.9,14.5,9400.0,6.4,0.0,0 281 | 70.0,1.025,0.0,0.0,1.0,23.0,0.6,140.0,4.7,16.3,5800.0,5.6,0.0,0 282 | 80.0,1.02,1.0,0.0,1.0,33.0,0.9,144.0,4.5,13.3,8100.0,5.2,0.0,0 283 | 80.0,1.025,0.0,0.0,1.0,50.0,1.2,147.0,5.0,15.5,9100.0,6.0,0.0,0 284 | 70.0,1.02,0.0,0.0,1.0,44.0,1.0,135.0,3.8,14.6,5500.0,4.8,0.0,0 285 | 70.0,1.02,0.0,0.0,1.0,57.0,3.07,137.53,4.63,16.4,10800.0,5.7,0.0,0 286 | 80.0,1.025,0.0,0.0,1.0,37.0,1.2,142.0,4.0,16.9,6700.0,6.0,0.0,0 287 | 70.0,1.02,0.0,0.0,1.0,19.0,0.7,135.0,3.9,16.0,5300.0,5.9,0.0,0 288 | 70.0,1.02,0.0,0.0,1.0,18.0,0.8,145.0,5.0,14.7,9800.0,6.0,0.0,0 289 | 70.0,1.025,0.0,0.0,1.0,22.0,0.6,137.0,3.8,13.4,8406.0,4.71,0.0,0 290 | 70.0,1.025,0.0,0.0,1.0,46.0,1.2,135.0,4.9,15.9,11000.0,5.1,0.37,0 291 | 70.0,1.02,0.0,0.0,1.0,32.0,0.9,143.0,4.7,16.6,7100.0,5.3,0.0,0 292 | 70.0,1.02,0.0,0.0,1.0,28.0,0.6,146.0,3.5,14.8,8400.0,5.9,0.0,0 293 | 80.0,1.025,0.0,0.0,1.0,44.0,1.0,140.0,4.9,14.9,7000.0,5.7,0.0,0 294 | 80.0,1.02,0.0,0.0,1.0,42.0,0.5,139.0,5.0,16.7,10200.0,5.0,0.0,0 295 | 76.0,1.02,0.0,0.0,1.0,19.0,1.2,150.0,4.8,14.9,4700.0,5.4,0.0,0 296 | 60.0,1.02,0.0,0.0,1.0,50.0,0.7,135.0,5.0,14.3,8300.0,5.8,0.0,0 297 | 70.0,1.02,1.0,0.0,1.0,25.0,0.9,150.0,3.6,15.0,9600.0,6.5,0.0,0 298 | 70.0,1.02,0.0,0.0,1.0,38.0,0.6,140.0,5.0,16.8,6300.0,5.9,0.0,0 299 | 60.0,1.025,0.0,0.0,1.0,26.0,1.0,146.0,4.9,15.8,7700.0,5.2,0.37,0 300 | 60.0,1.02,0.0,0.0,1.0,49.0,1.2,135.0,4.5,13.5,8600.0,4.9,0.0,0 301 | 60.0,1.02,0.0,0.0,1.0,48.0,0.5,150.0,3.5,15.1,11000.0,4.7,0.0,0 302 | 60.0,1.02,0.0,0.0,1.0,26.0,0.7,141.0,4.2,15.0,9200.0,5.8,0.0,0 303 | 60.0,1.025,0.0,0.0,1.0,33.0,0.9,147.0,4.5,16.9,7200.0,5.0,0.0,0 304 | 70.0,1.02,0.0,0.0,1.0,44.0,1.2,145.0,5.0,14.8,8406.0,4.71,0.0,0 305 | 70.0,1.02,0.0,0.0,1.0,26.0,1.1,137.53,4.63,17.0,6700.0,6.1,0.0,0 306 | 80.0,1.025,0.0,0.0,1.0,38.0,0.6,135.0,3.9,13.1,6200.0,4.5,0.0,0 307 | 80.0,1.02,0.0,0.0,1.0,25.0,0.8,138.0,5.0,17.1,9100.0,5.2,0.0,0 308 | 80.0,1.02,0.0,0.0,1.0,30.0,1.2,140.0,4.5,15.2,4300.0,5.7,0.0,0 309 | 60.0,1.02,0.0,0.0,1.0,17.0,0.5,150.0,3.5,13.6,7900.0,4.5,0.0,0 310 | 80.0,1.025,0.0,0.0,1.0,46.0,0.6,135.0,4.9,13.9,6900.0,4.9,0.0,0 311 | 60.0,1.02,0.0,0.0,1.0,25.0,1.2,139.0,5.0,17.2,8100.0,5.9,0.0,0 312 | 60.0,1.02,0.0,0.0,1.0,27.0,0.7,142.0,4.9,13.2,11000.0,5.4,0.0,0 313 | 60.0,1.025,0.0,0.0,1.0,18.0,1.1,147.0,4.7,13.7,7500.0,5.6,0.0,0 314 | 70.0,1.02,0.0,0.0,1.0,57.0,3.07,135.0,4.1,15.3,6300.0,6.1,0.0,0 315 | 80.0,1.02,0.0,0.0,1.0,28.0,0.9,142.0,4.8,17.3,8200.0,4.8,0.0,0 316 | 70.0,1.025,0.0,0.0,1.0,46.0,0.6,145.0,5.0,15.6,9400.0,4.7,0.0,0 317 | 70.0,1.025,0.0,0.0,1.0,57.0,3.07,137.53,4.63,13.8,7800.0,4.4,0.0,0 318 | 76.0,1.02,0.0,0.0,1.0,30.0,0.5,135.0,4.9,15.4,5000.0,5.2,0.0,0 319 | 70.0,1.02,0.0,0.0,1.0,48.0,1.2,139.0,4.3,15.0,8100.0,4.9,0.0,0 320 | 70.0,1.025,0.0,0.0,1.0,29.0,0.7,137.0,3.5,17.4,7000.0,5.3,0.0,0 321 | 60.0,1.02,0.0,0.0,1.0,15.0,1.1,135.0,4.4,12.53,8406.0,4.71,0.0,0 322 | 60.0,1.02,0.0,0.0,1.0,49.0,1.2,150.0,4.7,15.7,10400.0,6.2,0.0,0 323 | 60.0,1.02,0.0,0.0,1.0,39.0,1.0,144.0,3.5,13.9,9600.0,4.8,0.0,0 324 | 60.0,1.02,1.0,0.0,1.0,40.0,0.5,140.0,4.6,16.0,4500.0,4.9,0.0,0 325 | 80.0,1.025,0.0,0.0,1.0,30.0,1.1,143.0,5.0,15.9,7800.0,4.5,0.0,0 326 | 80.0,1.02,0.0,0.0,1.0,15.0,0.7,150.0,4.9,12.53,8406.0,4.71,0.0,0 327 | 80.0,1.02,0.0,0.0,1.0,50.0,1.2,140.0,3.5,14.0,6700.0,6.5,0.0,0 328 | 60.0,1.02,0.0,0.0,1.0,25.0,1.1,141.0,4.7,15.8,8300.0,5.2,0.0,0 329 | 60.0,1.025,0.0,0.0,1.0,31.0,0.8,150.0,4.6,13.4,10700.0,5.8,0.0,0 330 | 70.0,1.02,0.0,0.0,1.0,29.0,0.6,145.0,4.9,12.53,8600.0,6.5,0.0,0 331 | 60.0,1.025,0.0,0.0,1.0,25.0,0.9,146.0,3.5,14.1,7800.0,5.1,0.0,0 332 | 80.0,1.02,0.0,0.0,1.0,32.0,1.1,135.0,3.9,12.53,8406.0,4.71,0.0,0 333 | 70.0,1.025,0.0,0.0,1.0,39.0,0.7,147.0,4.7,13.5,6700.0,4.5,0.0,0 334 | 70.0,1.025,0.0,0.0,1.0,33.0,1.0,150.0,5.0,15.3,10500.0,6.1,0.0,0 335 | 80.0,1.02,0.0,0.0,1.0,46.0,1.2,142.0,4.0,17.7,4300.0,5.5,0.0,0 336 | 80.0,1.025,0.0,0.0,1.0,57.0,3.07,136.0,3.5,15.4,5600.0,4.5,0.0,0 337 | 60.0,1.02,0.0,0.0,1.0,45.0,0.5,139.0,4.8,14.2,10700.0,5.6,0.0,0 338 | 60.0,1.02,0.0,0.0,1.0,27.0,0.5,137.53,4.63,15.2,9200.0,5.2,0.0,0 339 | 70.0,1.025,0.0,0.0,1.0,40.0,0.9,141.0,4.9,14.0,7500.0,6.2,0.0,0 340 | 80.0,1.02,0.0,0.0,1.0,34.0,0.8,147.0,3.5,17.8,4700.0,4.5,0.0,0 341 | 70.0,1.02,0.0,0.0,1.0,42.0,0.5,136.0,3.5,13.3,7000.0,4.9,0.0,0 342 | 70.0,1.025,0.0,0.0,1.0,29.0,1.1,142.0,4.5,14.3,6700.0,5.9,0.0,0 343 | 70.0,1.025,0.0,0.0,1.0,37.0,0.9,150.0,5.0,13.4,7300.0,4.7,0.0,0 344 | 60.0,1.02,0.0,0.0,1.0,46.0,0.5,138.0,4.2,15.0,7700.0,6.3,0.0,0 345 | 60.0,1.025,0.0,0.0,1.0,35.0,0.8,135.0,4.1,16.2,5500.0,5.7,0.0,0 346 | 60.0,1.02,0.0,0.0,1.0,27.0,0.7,150.0,3.3,14.4,8100.0,4.7,0.0,0 347 | 60.0,1.025,0.0,0.0,1.0,18.0,1.2,138.0,4.3,13.5,7900.0,6.4,0.0,0 348 | 60.0,1.02,1.0,0.0,1.0,41.0,0.9,141.0,4.4,15.5,4300.0,5.8,0.0,0 349 | 60.0,1.025,0.0,0.0,1.0,25.0,1.0,144.0,5.0,17.8,7200.0,5.5,0.0,0 350 | 80.0,1.02,0.0,0.0,1.0,19.0,0.5,147.0,3.5,13.6,7300.0,6.4,0.0,0 351 | 70.0,1.025,0.0,0.0,1.0,36.0,1.1,150.0,3.5,14.5,9400.0,6.1,0.0,0 352 | 70.0,1.025,0.0,0.0,1.0,20.0,1.0,142.0,4.8,16.1,9600.0,4.5,0.0,0 353 | 80.0,1.02,0.0,0.0,1.0,49.0,0.9,139.0,3.3,17.5,9900.0,4.7,0.0,0 354 | 60.0,1.02,0.0,0.0,1.0,47.0,1.1,141.0,4.9,15.0,7000.0,5.2,0.0,0 355 | 60.0,1.02,0.0,0.0,1.0,37.0,0.6,150.0,5.0,13.6,5800.0,4.5,0.0,0 356 | 60.0,1.025,0.0,0.0,1.0,17.0,0.4,147.0,4.7,14.6,6800.0,5.1,0.0,0 357 | 60.0,1.02,0.0,0.0,1.0,24.0,0.8,145.0,5.0,15.0,6300.0,4.6,0.0,0 358 | 70.0,1.025,0.0,0.0,1.0,38.0,0.5,144.0,4.8,17.1,7400.0,6.1,0.0,0 359 | 70.0,1.025,0.0,0.0,1.0,16.0,1.1,140.0,3.6,13.6,11000.0,4.9,0.0,0 360 | 60.0,1.02,0.0,0.0,1.0,22.0,1.2,138.0,3.5,13.0,5200.0,5.6,0.0,0 361 | 60.0,1.02,0.0,0.0,1.0,50.0,0.6,147.0,3.7,17.2,6000.0,4.5,0.0,0 362 | 60.0,1.025,0.0,0.0,1.0,39.0,0.5,135.0,3.9,14.7,5800.0,6.2,0.0,0 363 | 80.0,1.02,0.0,0.0,1.0,16.0,0.7,138.0,3.5,13.7,5400.0,5.8,0.0,0 364 | 80.0,1.025,0.0,0.0,1.0,19.0,1.1,144.0,5.0,15.0,10300.0,4.8,0.0,0 365 | 80.0,1.025,0.0,0.0,1.0,40.0,0.5,137.53,4.63,17.8,5900.0,5.2,0.0,0 366 | 80.0,1.025,0.0,0.0,1.0,44.0,0.7,137.0,3.5,14.8,9300.0,4.7,0.0,0 367 | 80.0,1.02,0.0,0.0,1.0,46.0,1.0,145.0,3.5,12.53,10700.0,6.3,0.0,0 368 | 80.0,1.025,0.0,0.0,1.0,15.0,0.5,141.0,3.6,15.0,10500.0,5.3,0.0,0 369 | 60.0,1.025,0.0,0.0,1.0,41.0,1.1,139.0,3.8,17.4,6700.0,6.1,0.0,0 370 | 80.0,1.025,0.0,0.0,1.0,42.0,0.7,146.0,5.0,14.9,9400.0,5.9,0.0,0 371 | 70.0,1.02,0.0,0.0,1.0,48.0,0.8,144.0,3.5,13.6,10300.0,4.8,0.0,0 372 | 70.0,1.02,0.0,0.0,1.0,42.0,1.2,139.0,3.7,16.2,9300.0,5.4,0.0,0 373 | 60.0,1.025,0.0,0.0,1.0,50.0,0.5,145.0,5.0,17.6,6500.0,5.0,0.0,0 374 | 60.0,1.02,0.0,0.0,1.0,26.0,0.9,150.0,4.9,15.0,10500.0,5.5,0.0,0 375 | 70.0,1.025,0.0,0.0,1.0,38.0,1.0,142.0,3.6,13.7,9200.0,4.9,0.0,0 376 | 80.0,1.025,0.0,0.0,1.0,44.0,1.2,146.0,3.6,16.3,8000.0,6.4,0.0,0 377 | 80.0,1.02,0.0,0.0,1.0,41.0,0.5,143.0,4.5,15.1,9700.0,5.6,0.0,0 378 | 70.0,1.025,0.0,0.0,1.0,16.0,1.1,147.0,3.5,16.4,9100.0,5.2,0.0,0 379 | 70.0,1.02,0.0,0.0,1.0,27.0,0.7,145.0,4.8,13.8,6400.0,4.8,0.0,0 380 | 60.0,1.025,0.0,0.0,1.0,57.0,0.9,140.0,4.8,15.2,7700.0,5.5,0.0,0 381 | 80.0,1.025,0.0,0.0,1.0,45.0,0.6,138.0,3.5,16.1,5400.0,5.7,0.0,0 382 | 60.0,1.02,0.0,0.0,1.0,23.0,1.1,139.0,3.5,15.3,6500.0,4.9,0.0,0 383 | 70.0,1.025,0.0,0.0,1.0,47.0,0.5,142.0,4.8,16.6,5800.0,5.9,0.0,0 384 | 80.0,1.025,0.0,0.0,1.0,22.0,0.8,137.0,5.0,16.8,6000.0,6.5,0.0,0 385 | 80.0,1.025,0.0,0.0,1.0,46.0,0.7,141.0,4.9,13.9,5100.0,5.0,0.0,0 386 | 60.0,1.02,0.0,0.0,1.0,18.0,1.1,150.0,4.7,15.4,11000.0,4.5,0.0,0 387 | 70.0,1.02,0.0,0.0,1.0,25.0,0.6,146.0,4.9,16.5,8000.0,5.1,0.0,0 388 | 70.0,1.025,0.0,0.0,1.0,47.0,0.5,142.0,3.5,16.4,5700.0,6.5,0.0,0 389 | 80.0,1.025,0.0,0.0,1.0,17.0,0.9,136.0,3.9,16.7,6200.0,5.2,0.0,0 390 | 80.0,1.02,0.0,0.0,1.0,15.0,1.2,144.0,3.7,15.5,9500.0,6.4,0.0,0 391 | 80.0,1.025,0.0,0.0,1.0,48.0,0.7,140.0,5.0,17.0,7200.0,5.8,0.0,0 392 | 80.0,1.025,0.0,0.0,1.0,25.0,0.8,135.0,3.7,15.0,6300.0,5.3,0.0,0 393 | 80.0,1.025,0.0,0.0,1.0,16.0,1.1,142.0,4.1,15.6,5800.0,6.3,0.0,0 394 | 80.0,1.02,0.0,0.0,1.0,48.0,1.2,147.0,4.3,14.8,6600.0,5.5,0.0,0 395 | 60.0,1.025,0.0,0.0,1.0,45.0,0.7,141.0,4.4,13.0,7400.0,5.4,0.0,0 396 | 80.0,1.02,0.0,0.0,1.0,46.0,0.8,139.0,5.0,14.1,9500.0,4.6,0.0,0 397 | 80.0,1.02,0.0,0.0,1.0,49.0,0.5,150.0,4.9,15.7,6700.0,4.9,0.0,0 398 | 70.0,1.025,0.0,0.0,1.0,31.0,1.2,141.0,3.5,16.5,7800.0,6.2,0.0,0 399 | 80.0,1.02,0.0,0.0,1.0,26.0,0.6,137.0,4.4,15.8,6600.0,5.4,0.0,0 400 | 60.0,1.025,0.0,0.0,1.0,50.0,1.0,135.0,4.9,14.2,7200.0,5.9,0.0,0 401 | 80.0,1.025,0.0,0.0,1.0,18.0,1.1,141.0,3.5,15.8,6800.0,6.1,0.0,0 402 | -------------------------------------------------------------------------------- /Dataset/Dataset_spine.csv: -------------------------------------------------------------------------------- 1 | Col1,Col2,Col3,Col4,Col5,Col6,Col7,Col8,Col9,Col10,Col11,Col12,Class_att, 2 | 63.0278175,22.55258597,39.60911701,40.47523153,98.67291675,-0.254399986,0.744503464,12.5661,14.5386,15.30468,-28.658501,43.5123,Abnormal, 3 | 39.05695098,10.06099147,25.01537822,28.99595951,114.4054254,4.564258645,0.415185678,12.8874,17.5323,16.78486,-25.530607,16.1102,Abnormal, 4 | 68.83202098,22.21848205,50.09219357,46.61353893,105.9851355,-3.530317314,0.474889164,26.8343,17.4861,16.65897,-29.031888,19.2221,Abnormal,Prediction is done by using binary classification. 5 | 69.29700807,24.65287791,44.31123813,44.64413017,101.8684951,11.21152344,0.369345264,23.5603,12.7074,11.42447,-30.470246,18.8329,Abnormal, 6 | 49.71285934,9.652074879,28.317406,40.06078446,108.1687249,7.918500615,0.543360472,35.494,15.9546,8.87237,-16.378376,24.9171,Abnormal, 7 | 40.25019968,13.92190658,25.1249496,26.32829311,130.3278713,2.230651729,0.789992856,29.323,12.0036,10.40462,-1.512209,9.6548,Abnormal,Attribute1 = pelvic_incidence (numeric) 8 | 53.43292815,15.86433612,37.16593387,37.56859203,120.5675233,5.988550702,0.198919573,13.8514,10.7146,11.37832,-20.510434,25.9477,Abnormal,Attribute2 = pelvic_tilt (numeric) 9 | 45.36675362,10.75561143,29.03834896,34.61114218,117.2700675,-10.67587083,0.131972555,28.8165,7.7676,7.60961,-25.111459,26.3543,Abnormal,Attribute3 = lumbar_lordosis_angle (numeric) 10 | 43.79019026,13.5337531,42.69081398,30.25643716,125.0028927,13.28901817,0.190407626,22.7085,11.4234,10.59188,-20.020075,40.0276,Abnormal,Attribute4 = sacral_slope (numeric) 11 | 36.68635286,5.010884121,41.9487509,31.67546874,84.24141517,0.664437117,0.367700139,26.2011,8.738,14.91416,-1.702097,21.432,Abnormal,Attribute5 = pelvic_radius (numeric) 12 | 49.70660953,13.04097405,31.33450009,36.66563548,108.6482654,-7.825985755,0.6880095,31.3502,16.5097,15.17645,-0.502127,18.3437,Abnormal,Attribute6 = degree_spondylolisthesis (numeric) 13 | 31.23238734,17.71581923,15.5,13.51656811,120.0553988,0.499751446,0.608342758,21.4356,9.2589,14.76412,-21.724559,36.4449,Abnormal, Attribute7= pelvic_slope(numeric) 14 | 48.91555137,19.96455616,40.26379358,28.95099521,119.321358,8.028894629,0.139478165,32.7916,7.2049,8.61882,-1.215542,27.3713,Abnormal, Attribute8= Direct_tilt(numeric) 15 | 53.5721702,20.46082824,33.1,33.11134196,110.9666978,7.044802938,0.081930993,15.058,12.8127,12.00109,-1.734117,15.6205,Abnormal, Attribute9= thoracic_slope(numeric) 16 | 57.30022656,24.1888846,46.99999999,33.11134196,116.8065868,5.766946943,0.416721511,16.5158,18.6222,8.51898,-33.441303,13.2498,Abnormal, Attribute10= cervical_tilt(numeric) 17 | 44.31890674,12.53799164,36.098763,31.78091509,124.1158358,5.415825143,0.664040876,9.5021,19.1756,7.25707,-32.893911,19.5695,Abnormal, Attribute11=sacrum_angle(numeric) 18 | 63.83498162,20.36250706,54.55243367,43.47247456,112.3094915,-0.622526643,0.560675371,10.769,16.8116,11.41344,2.676002,17.3859,Abnormal, Attribute12= scoliosis_slope(numeric) 19 | 31.27601184,3.14466948,32.56299592,28.13134236,129.0114183,3.623020073,0.534481238,31.1641,18.6089,8.4402,4.482424,24.6513,Abnormal, 20 | 38.69791243,13.44474904,31,25.25316339,123.1592507,1.429185758,0.30658054,28.3015,17.9575,14.75417,-14.252676,24.9361,Abnormal, 21 | 41.72996308,12.25407408,30.12258646,29.475889,116.5857056,-1.244402488,0.468525928,28.5598,12.4637,14.1961,-20.392538,33.0265,Abnormal,"Attribute class {Abnormal, Normal} " 22 | 43.92283983,14.17795853,37.8325467,29.7448813,134.4610156,6.451647637,0.280446206,12.4719,16.8965,10.32658,-4.986668,22.4667,Abnormal, 23 | 54.91944259,21.06233245,42.19999999,33.85711014,125.2127163,2.432561437,0.175244572,23.0791,14.2195,14.14196,3.780394,24.9278,Abnormal, 24 | 63.07361096,24.41380271,53.99999999,38.65980825,106.4243295,15.77969683,0.666388008,11.9696,17.6891,7.63771,-14.183602,44.2338,Abnormal, 25 | 45.54078988,13.06959759,30.29832059,32.47119229,117.9808303,-4.987129618,0.567450078,23.8889,9.1019,7.70987,-19.37903,20.3649,Abnormal, 26 | 36.12568347,22.75875277,29,13.3669307,115.5771163,-3.237562489,0.126473707,25.6206,15.7438,11.5561,-18.108941,24.1151,Abnormal, 27 | 54.12492019,26.65048856,35.32974693,27.47443163,121.447011,1.571204816,0.928687869,14.6686,13.57,16.12951,-17.630363,28.1902,Abnormal, 28 | 26.14792141,10.75945357,14,15.38846783,125.2032956,-10.09310817,0.391971136,9.871,8.6406,15.78046,-19.650163,43.955,Abnormal, 29 | 43.58096394,16.5088837,46.99999999,27.07208024,109.271634,8.992815727,0.594175694,30.4577,17.97,10.79356,-25.180777,18.3196,Abnormal, 30 | 44.5510115,21.93114655,26.78591597,22.61986495,111.0729197,2.652320636,0.527891438,32.4275,10.2244,11.71324,-28.506125,28.047,Abnormal, 31 | 66.87921138,24.89199889,49.27859673,41.9872125,113.4770183,-2.005891748,0.677267795,12.4271,8.2495,7.58784,-3.963385,27.3587,Abnormal, 32 | 50.81926781,15.40221253,42.52893886,35.41705528,112.192804,10.86956554,0.678987086,7.1103,7.2481,9.94785,-17.379206,14.7187,Abnormal, 33 | 46.39026008,11.07904664,32.13655345,35.31121344,98.77454633,6.386831648,0.064872511,14.2826,7.4515,7.30184,-24.360827,28.2366,Abnormal, 34 | 44.93667457,17.44383762,27.78057555,27.49283695,117.9803245,5.569619587,0.81674803,27.5218,13.8357,13.54721,-2.925586,36.0452,Abnormal, 35 | 38.66325708,12.98644139,39.99999999,25.67681568,124.914118,2.703008052,0.815941481,30.2045,7.5284,9.28229,-2.817753,31.5193,Abnormal, 36 | 59.59554032,31.99824445,46.56025198,27.59729587,119.3303537,1.474285836,0.477087978,8.6051,8.3058,8.537,-0.029028,40.5823,Abnormal, 37 | 31.48421834,7.82622134,24.28481815,23.657997,113.8331446,4.393080498,0.713153407,9.7107,8.1003,11.85555,-26.650369,12.6599,Abnormal, 38 | 32.09098679,6.989378081,35.99819848,25.10160871,132.264735,6.413427708,0.872719252,24.4626,11.6395,11.00446,-16.407275,38.8912,Abnormal, 39 | 35.70345781,19.44325311,20.7,16.26020471,137.5406125,-0.263489651,0.882807309,32.5864,12.7274,9.53575,-14.695641,38.7458,Abnormal, 40 | 55.84328595,28.84744756,47.69054322,26.99583839,123.3118449,2.812426855,0.142325313,12.6634,8.855,10.55193,-16.404668,15.2954,Abnormal, 41 | 52.41938511,19.01156052,35.87265953,33.40782459,116.5597709,1.694705102,0.059106366,30.0191,18.9113,16.64731,-26.32863,39.2753,Abnormal, 42 | 35.49244617,11.7016723,15.59036345,23.79077387,106.9388517,-3.460357991,0.743812023,15.3987,9.3239,16.71638,-2.488862,20.0076,Abnormal, 43 | 46.44207842,8.39503589,29.0372302,38.04704253,115.4814047,2.045475795,0.80691143,27.8754,12.2285,9.55731,-22.35809,14.3317,Abnormal, 44 | 53.85479842,19.23064334,32.77905978,34.62415508,121.6709148,5.329843204,0.417637339,9.3514,11.5243,12.37699,-24.199605,11.3375,Abnormal, 45 | 66.28539377,26.32784484,47.49999999,39.95754893,121.2196839,-0.799624469,0.647625866,9.0466,10.2636,13.50349,1.138079,34.3683,Abnormal, 46 | 56.03021778,16.2979149,62.27527456,39.73230287,114.0231172,-2.325683841,0.072901223,24.861,12.2345,14.16436,-30.035767,22.4654,Abnormal, 47 | 50.91244034,23.01516931,46.99999999,27.89727103,117.4222591,-2.526701511,0.319204878,30.6389,18.6181,15.55901,2.537043,9.431,Abnormal, 48 | 48.332638,22.22778399,36.18199318,26.10485401,117.3846251,6.481709096,0.062276845,23.5538,11.0942,13.15072,-4.200276,20.0348,Abnormal, 49 | 41.35250407,16.57736351,30.70619135,24.77514057,113.2666746,-4.497957556,0.982250408,29.2557,16.7065,16.38754,-3.494359,14.5269,Abnormal, 50 | 40.55735663,17.97778407,34,22.57957256,121.0462458,-1.537383074,0.011971076,31.6694,8.2526,7.88212,-9.567871,11.9238,Abnormal, 51 | 41.76773173,17.89940172,20.0308863,23.86833001,118.3633889,2.062962549,0.371350889,21.1136,7.1646,9.82029,-6.841914,11.6156,Abnormal, 52 | 55.28585178,20.44011836,34,34.84573342,115.8770174,3.558372358,0.680654711,16.711,15.9714,14.37627,4.779509,43.261,Abnormal, 53 | 74.43359316,41.55733141,27.7,32.87626175,107.9493045,5.000088788,0.606767772,32.6283,9.8062,11.62142,-10.028289,9.3141,Abnormal, 54 | 50.20966979,29.76012218,36.10400731,20.44954761,128.2925148,5.740614083,0.031139167,36.1431,13.9907,12.90967,-30.430498,31.6999,Abnormal, 55 | 30.14993632,11.91744524,34,18.23249108,112.6841408,11.46322327,0.659772403,12.0969,10.7071,16.18484,-4.763914,26.8917,Abnormal, 56 | 41.17167989,17.32120599,33.46940277,23.85047391,116.3778894,-9.569249858,0.302179133,9.2518,12.8432,8.09991,-17.401155,22.8036,Abnormal, 57 | 47.65772963,13.27738491,36.67998541,34.38034472,98.24978071,6.273012173,0.972555636,18.2046,16.9817,12.32724,-26.375211,14.1334,Abnormal, 58 | 43.34960621,7.467468964,28.06548279,35.88213725,112.7761866,5.753277458,0.592034449,14.3377,14.2176,9.64034,-12.480751,13.0244,Abnormal, 59 | 46.85578065,15.35151393,38,31.50426672,116.2509174,1.662705589,0.121465407,30.283,14.6233,8.75046,4.334375,16.8302,Abnormal, 60 | 43.20318499,19.66314572,35,23.54003927,124.8461088,-2.919075955,0.016747113,26.8235,16.2905,14.76132,-24.294191,23.8843,Abnormal, 61 | 48.10923638,14.93072472,35.56468278,33.17851166,124.0564518,7.947904861,0.623275382,33.5947,14.1761,15.86896,2.50245,23.0762,Abnormal, 62 | 74.37767772,32.05310438,78.77201304,42.32457334,143.5606905,56.12590603,0.159377926,35.9529,15.3975,11.71169,-18.628293,22.5623,Abnormal, 63 | 89.68056731,32.70443487,83.13073216,56.97613244,129.9554764,92.02727682,0.527584239,26.3756,18.6012,16.09596,-18.70133,35.8729,Abnormal, 64 | 44.529051,9.433234213,51.99999999,35.09581679,134.7117723,29.10657504,0.11662693,22.0548,13.7595,16.77905,-7.146471,13.5143,Abnormal, 65 | 77.69057712,21.38064464,64.42944191,56.30993248,114.818751,26.93184095,0.046225827,24.5548,15.3209,11.10896,-23.279118,16.1132,Abnormal, 66 | 76.1472121,21.93618556,82.96150249,54.21102654,123.9320096,10.43197194,0.252796128,21.5934,7.8098,11.07095,-34.89766,43.1487,Abnormal, 67 | 83.93300857,41.28630543,61.99999999,42.64670314,115.012334,26.58810016,0.61476653,8.8345,7.2405,9.79573,-20.130727,22.4032,Abnormal, 68 | 78.49173027,22.1817978,59.99999999,56.30993248,118.5303266,27.38321314,0.008485564,7.5647,12.6737,8.03422,-22.037558,32.0972,Abnormal, 69 | 75.64973136,19.33979889,64.14868477,56.30993248,95.9036288,69.55130292,0.687091535,24.1004,13.3444,15.75602,-0.550516,18.2915,Abnormal, 70 | 72.07627839,18.94617604,50.99999999,53.13010236,114.2130126,1.01004051,0.084621266,12.6031,9.6504,10.87581,-16.918585,14.0322,Abnormal, 71 | 58.59952852,-0.261499046,51.49999999,58.86102756,102.0428116,28.05969711,0.356359455,11.4299,15.3124,15.06436,-8.393927,30.7765,Abnormal, 72 | 72.56070163,17.38519079,51.99999999,55.17551084,119.1937238,32.10853735,0.267291991,26.9716,18.3111,13.67428,-19.605044,22.759,Abnormal, 73 | 86.90079431,32.9281677,47.79434664,53.97262661,135.0753635,101.7190919,0.459674217,25.0986,8.7655,8.9351,-21.31896,12.8518,Abnormal, 74 | 84.97413208,33.02117462,60.85987263,51.95295747,125.6595336,74.33340864,0.600115713,25.6364,17.7501,7.886,4.442569,13.4605,Abnormal, 75 | 55.512212,20.09515673,43.99999999,35.41705528,122.648753,34.55294641,0.672041297,35.0909,8.6569,14.35843,-33.990906,25.5218,Abnormal, 76 | 72.2223343,23.07771056,90.99999999,49.14462374,137.7366546,56.80409277,0.826532439,32.3379,7.4437,16.44128,-9.487619,9.6867,Abnormal, 77 | 70.22145219,39.82272448,68.11840309,30.39872771,148.5255624,145.3781432,0.946610646,10.384,9.5742,11.22353,4.641629,9.8472,Abnormal, 78 | 86.75360946,36.04301632,69.22104479,50.71059314,139.414504,110.8607824,0.640487619,16.5571,17.3635,12.70134,-15.088499,7.0079,Abnormal, 79 | 58.78254775,7.667044186,53.33894082,51.11550357,98.50115697,51.58412476,0.06039077,26.0645,11.7696,9.99732,-0.622813,24.3675,Abnormal, 80 | 67.41253785,17.44279712,60.14464036,49.96974073,111.12397,33.15764573,0.855643425,18.9972,12.8779,11.82259,-14.55007,42.2698,Abnormal, 81 | 47.74467877,12.08935067,38.99999999,35.6553281,117.5120039,21.68240136,0.652596503,23.2067,14.7577,8.43155,-33.338734,22.7226,Abnormal, 82 | 77.10657122,30.46999418,69.48062839,46.63657704,112.1516,70.75908308,0.156502675,10.849,13.2216,11.55132,-1.860646,18.6033,Abnormal, 83 | 74.00554124,21.12240192,57.37950226,52.88313932,120.2059626,74.55516588,0.406965314,10.5895,12.5946,15.87462,-10.624659,31.9699,Abnormal, 84 | 88.62390839,29.08945331,47.56426247,59.53445508,121.7647796,51.80589921,0.770613922,13.1962,13.659,15.27164,-4.208953,32.934,Abnormal, 85 | 81.10410039,24.79416792,77.88702048,56.30993247,151.8398566,65.21461611,0.972005589,10.5715,11.2339,13.29506,-12.139219,11.8487,Abnormal, 86 | 76.32600187,42.39620445,57.19999999,33.92979742,124.267007,50.12745689,0.583098014,33.1635,8.383,13.75752,-32.106343,18.6868,Abnormal, 87 | 45.44374959,9.906071798,44.99999999,35.53767779,163.0710405,20.31531532,0.345234838,31.8795,15.0011,15.89311,-10.750511,22.7075,Abnormal, 88 | 59.78526526,17.87932332,59.20646143,41.90594194,119.3191109,22.12386874,0.374705546,23.3173,15.0648,8.89121,-32.248563,40.3949,Abnormal, 89 | 44.91414916,10.21899563,44.63091389,34.69515353,130.0756599,37.36453993,0.690088008,18.0873,18.1846,15.62397,-22.670743,37.0558,Abnormal, 90 | 56.60577127,16.80020017,41.99999999,39.80557109,127.2945222,24.0185747,0.793168976,19.5456,8.7779,16.40308,-35.287375,31.6243,Abnormal, 91 | 71.18681115,23.89620111,43.6966651,47.29061004,119.8649383,27.28398451,0.402241133,9.1296,16.7172,7.0306,-4.667443,14.5344,Abnormal, 92 | 81.65603206,28.74886935,58.23282055,52.9071627,114.7698556,30.60914842,0.832811085,23.1811,11.2491,11.69024,-25.011107,21.918,Abnormal, 93 | 70.95272771,20.15993121,62.85910914,50.7927965,116.1779325,32.522331,0.054842915,7.3173,16.3676,12.21365,-5.091336,17.2601,Abnormal, 94 | 85.35231529,15.84491006,71.66865979,69.50740523,124.4197875,76.0206034,0.046938967,26.0497,11.7878,14.39722,-12.551344,39.8494,Abnormal, 95 | 58.10193455,14.83763914,79.64983825,43.26429541,113.5876551,50.23787808,0.951361122,33.904,11.6354,12.20428,-22.326717,19.5797,Abnormal, 96 | 94.17482232,15.38076983,67.70572132,78.79405249,114.8901128,53.25522004,0.199874982,12.1048,19.1837,8.97829,-3.549557,7.3222,Abnormal, 97 | 57.52235608,33.64707522,50.90985841,23.87528085,140.9817119,148.7537109,0.597457003,21.5943,7.5666,7.81812,-27.570464,17.8768,Abnormal, 98 | 96.65731511,19.46158117,90.21149828,77.19573393,120.6730408,64.08099841,0.623388207,21.5013,13.0551,11.35399,-14.093301,20.818,Abnormal, 99 | 74.72074622,19.75694203,82.73535954,54.96380419,109.3565941,33.30606685,0.558833102,7.027,7.8697,13.97269,-5.115515,20.6402,Abnormal, 100 | 77.65511874,22.4329501,93.89277881,55.22216863,123.0557067,61.2111866,0.924902858,14.9502,15.0493,7.57722,0.307904,33.7201,Abnormal, 101 | 58.52162283,13.92228609,41.46785522,44.59933674,115.514798,30.3879839,0.401084706,34.6931,10.3564,10.64403,-26.05199,10.4338,Abnormal, 102 | 84.5856071,30.36168482,65.47948563,54.22392228,108.0102185,25.11847846,0.341664609,30.4108,15.7092,11.58279,-1.273566,29.6399,Abnormal, 103 | 79.93857026,18.7740711,63.31183486,61.16449915,114.787107,38.53874133,0.708886697,11.2935,10.922,7.17197,-34.653679,28.1835,Abnormal, 104 | 70.39930842,13.46998624,61.19999999,56.92932218,102.3375244,25.53842852,0.974400946,30.9297,9.5431,12.34978,6.089565,34.9908,Abnormal, 105 | 49.78212054,6.46680486,52.99999999,43.31531568,110.8647831,25.33564729,0.334657138,17.6515,11.704,16.26239,-0.89559,38.4719,Abnormal, 106 | 77.40933294,29.39654543,63.23230243,48.0127875,118.4507311,93.56373734,0.37528738,11.2385,12.9197,13.82148,6.079425,11.8698,Abnormal, 107 | 65.00796426,27.60260762,50.94751899,37.40535663,116.5811088,7.015977884,0.867324121,12.1292,13.8536,11.95397,-20.735613,9.7675,Abnormal, 108 | 65.01377322,9.838262375,57.73583722,55.17551084,94.73852542,49.69695462,0.151993641,14.3986,8.9024,10.84295,6.573829,35.1025,Abnormal, 109 | 78.42595126,33.42595126,76.27743927,45,138.5541111,77.15517241,0.580604336,36.6285,16.6264,7.96524,-19.123087,16.1431,Abnormal, 110 | 63.17298709,6.330910974,62.99999999,56.84207612,110.6440206,42.60807567,0.23433535,24.5629,11.073,16.30352,-4.447261,41.326,Abnormal, 111 | 68.61300092,15.0822353,63.01469619,53.53076561,123.4311742,39.49798659,0.249350536,27.0646,17.7171,7.1822,-20.883262,17.113,Abnormal, 112 | 63.90063261,13.7062037,62.12433389,50.19442891,114.1292425,41.42282844,0.715779422,24.8714,16.645,16.46184,-1.682575,13.9094,Abnormal, 113 | 84.99895554,29.61009772,83.35219438,55.38885782,126.9129899,71.32117542,0.998826684,7.0551,9.0119,9.85541,-19.314135,43.0086,Abnormal, 114 | 42.02138603,-6.554948347,67.89999999,48.57633437,111.5857819,27.33867086,0.986271547,15.6365,10.8504,16.20134,0.043299,20.6529,Abnormal, 115 | 69.75666532,19.27929659,48.49999999,50.47736873,96.49136982,51.1696403,0.797662594,9.6196,17.4517,7.24562,-7.96908,33.678,Abnormal, 116 | 80.98807441,36.84317181,86.96060151,44.1449026,141.0881494,85.87215224,0.496180717,27.5223,13.5136,11.60893,-13.600284,34.3656,Abnormal, 117 | 129.8340406,8.404475005,48.38405705,121.4295656,107.690466,418.5430821,0.860222868,18.5943,11.1514,11.36543,-34.202073,27.5144,Abnormal, 118 | 70.48410444,12.48948765,62.41714208,57.99461679,114.1900488,56.90244779,0.823630076,13.5572,10.4727,11.19482,-1.999994,26.1908,Abnormal, 119 | 86.04127982,38.75066978,47.87140494,47.29061004,122.0929536,61.98827709,0.035210491,27.5499,12.008,9.6275,5.603229,36.2899,Abnormal, 120 | 65.53600255,24.15748726,45.77516991,41.3785153,136.4403015,16.37808564,0.377683884,25.067,13.7801,14.63875,-15.898046,19.5298,Abnormal, 121 | 60.7538935,15.7538935,43.19915768,45,113.0533309,31.69354839,0.822344641,26.2469,17.3268,12.46333,-17.516477,22.9375,Abnormal, 122 | 54.74177518,12.09507205,40.99999999,42.64670314,117.6432188,40.3823266,0.440722184,30.0719,19.2053,14.52239,-18.805512,33.1902,Abnormal, 123 | 83.87994081,23.07742686,87.14151223,60.80251395,124.6460723,80.55560527,0.436932625,7.2994,11.1917,16.2815,-8.553212,24.8562,Abnormal, 124 | 80.07491418,48.06953097,52.40343873,32.00538321,110.7099121,67.72731595,0.099940503,20.2822,10.3082,15.89258,-14.15607,39.973,Abnormal, 125 | 65.66534698,10.54067533,56.48913545,55.12467166,109.1627768,53.93202006,0.184438017,20.2044,11.528,16.41116,-24.064246,15.9787,Abnormal, 126 | 74.71722805,14.32167879,32.5,60.39554926,107.1822176,37.01708012,0.979253427,25.3481,8.2316,12.17025,1.594477,31.4138,Abnormal, 127 | 48.06062649,5.687032126,57.05716117,42.37359436,95.44375749,32.83587702,0.403799874,31.1599,11.5825,11.35088,-25.723134,40.82,Abnormal, 128 | 70.67689818,21.70440224,59.18116082,48.97249594,103.0083545,27.8101478,0.039655293,15.7748,14.8568,11.45991,-18.475476,19.8407,Abnormal, 129 | 80.43342782,16.998479,66.53601753,63.43494882,116.4389807,57.78125,0.09580622,26.778,18.2886,11.96597,-25.207568,21.545,Abnormal, 130 | 90.51396072,28.27250132,69.8139423,62.2414594,100.8921596,58.82364821,0.881441257,13.5739,16.3289,16.52676,-10.917156,35.6543,Abnormal, 131 | 77.23689752,16.73762214,49.77553438,60.49927538,110.6903772,39.7871542,0.707245245,22.5858,12.5804,7.61063,-32.87061,19.6294,Abnormal, 132 | 50.06678595,9.120340183,32.16846267,40.94644577,99.71245318,26.76669655,0.710450644,21.9074,18.8412,9.1785,5.120515,18.8581,Abnormal, 133 | 69.78100617,13.77746531,57.99999999,56.00354085,118.9306656,17.91456046,0.668562821,24.2342,8.7164,7.96714,-15.682309,34.906,Abnormal, 134 | 69.62628302,21.12275138,52.76659472,48.50353164,116.8030913,54.81686729,0.286894092,18.5916,15.4963,15.92252,1.320769,34.8665,Abnormal, 135 | 81.75441933,20.12346562,70.56044038,61.63095371,119.4250857,55.50688907,0.265889494,15.379,18.1885,14.66728,-3.994716,33.2091,Abnormal, 136 | 52.20469309,17.21267289,78.09496877,34.9920202,136.9725168,54.93913416,0.006128311,20.3617,8.5783,12.06379,-2.974064,24.2895,Abnormal, 137 | 77.12134424,30.3498745,77.48108264,46.77146974,110.6111484,82.09360704,0.278327565,21.9069,17.0071,16.22809,-0.05579,27.6595,Abnormal, 138 | 88.0244989,39.84466878,81.77447308,48.17983012,116.6015376,56.76608323,0.238984543,14.6182,12.1692,7.39996,-11.029157,40.7572,Abnormal, 139 | 83.39660609,34.31098931,78.42329287,49.08561678,110.4665164,49.67209559,0.771860278,24.9264,7.6245,13.236,-21.449617,16.2153,Abnormal, 140 | 72.05403412,24.70073725,79.87401586,47.35329687,107.1723576,56.42615873,0.296152366,7.7545,10.8824,7.23178,-2.990023,29.9404,Abnormal, 141 | 85.09550254,21.06989651,91.73479193,64.02560604,109.062312,38.03283108,0.481861846,17.1681,8.4727,11.9815,-25.387556,8.3163,Abnormal, 142 | 69.56348614,15.4011391,74.43849743,54.16234705,105.0673556,29.70121083,0.003220264,13.3594,18.2659,15.38281,-2.504431,14.2555,Abnormal, 143 | 89.5049473,48.90365265,72.0034229,40.60129465,134.6342912,118.3533701,0.039380359,19.8712,8.9861,14.77008,6.868423,29.1844,Abnormal, 144 | 85.29017283,18.27888963,100.7442198,67.0112832,110.6607005,58.88494802,0.487939752,9.4271,12.5462,9.74172,-33.848051,9.4194,Abnormal, 145 | 60.62621697,20.5959577,64.53526221,40.03025927,117.2255542,104.8592474,0.386903046,17.0217,8.8097,16.82108,-30.591567,35.4529,Abnormal, 146 | 60.04417717,14.30965614,58.03886519,45.73452103,105.1316639,30.40913315,0.41469298,17.6829,16.5256,10.35218,1.270053,10.4207,Abnormal, 147 | 85.64378664,42.68919513,78.7506635,42.95459151,105.1440758,42.88742577,0.844294085,16.9272,8.0109,15.0803,-1.056403,11.4148,Abnormal, 148 | 85.58171024,30.45703858,78.23137949,55.12467166,114.8660487,68.37612182,0.624974835,26.5001,11.2204,12.33663,-15.774389,40.4629,Abnormal, 149 | 55.08076562,-3.759929872,55.99999999,58.84069549,109.9153669,31.77358318,0.651920192,36.7439,9.0278,14.69484,-4.850453,18.1958,Abnormal, 150 | 65.75567895,9.832874231,50.82289501,55.92280472,104.3949585,39.30721246,0.081033285,35.6242,7.4483,12.13128,-5.163605,43.2649,Abnormal, 151 | 79.24967118,23.94482471,40.79669829,55.30484647,98.62251165,36.7063954,0.672569597,29.0324,14.5804,16.56784,-0.26959,31.7726,Abnormal, 152 | 81.11260488,20.69044356,60.68700588,60.42216132,94.01878339,40.51098228,0.530804498,11.4265,8.3428,7.26048,-15.985527,29.5574,Abnormal, 153 | 48.0306238,3.969814743,58.34451924,44.06080905,125.3509625,35.00007784,0.820727828,22.6313,14.8226,8.35383,-32.826775,38.8071,Abnormal, 154 | 63.40448058,14.11532726,48.13680562,49.28915333,111.9160075,31.78449499,0.113089671,20.9044,13.1978,13.33661,-24.275516,9.173,Abnormal, 155 | 57.28694488,15.1493501,63.99999999,42.13759477,116.7353868,30.34120327,0.431125462,22.253,17.6755,12.20726,-21.986137,23.1484,Abnormal, 156 | 41.18776972,5.792973871,42.86739151,35.39479584,103.3488802,27.66027669,0.044130317,21.0757,10.5374,9.66748,-9.571667,30.5253,Abnormal, 157 | 66.80479632,14.55160171,72.08491177,52.25319461,82.45603817,41.6854736,0.738028916,24.6372,12.5023,11.90802,-7.585607,39.7443,Abnormal, 158 | 79.4769781,26.73226755,70.65098189,52.74471055,118.5886691,61.70059824,0.642084751,8.2975,8.384,11.96108,5.237386,10.8006,Abnormal, 159 | 44.21646446,1.507074501,46.11033909,42.70938996,108.6295666,42.81048066,0.480821979,20.0603,14.7325,11.98973,5.365967,13.7113,Abnormal, 160 | 57.03509717,0.34572799,49.19800263,56.68936918,103.0486975,52.16514503,0.561323329,35.4921,14.1033,7.99506,-26.223143,40.1564,Abnormal, 161 | 64.27481758,12.50864276,68.70237672,51.76617482,95.25245421,39.40982612,0.352038125,36.3579,7.0378,13.83023,-27.923626,7.0698,Abnormal, 162 | 92.02630795,35.39267395,77.41696348,56.633634,115.72353,58.05754155,0.302441921,30.0162,9.8318,11.21248,-19.264777,19.9972,Abnormal, 163 | 67.26314926,7.194661096,51.69688681,60.06848816,97.8010854,42.13694325,0.936622832,17.7459,9.6738,7.23554,-32.43783,33.0292,Abnormal, 164 | 118.1446548,38.44950127,50.83851954,79.69515353,81.0245406,74.04376736,0.599392845,35.8563,10.9266,13.11354,-17.52081,21.2408,Abnormal, 165 | 115.9232606,37.51543601,76.79999999,78.40782459,104.6986033,81.19892712,0.542816002,22.3317,8.8519,11.4896,-6.754004,32.5082,Abnormal, 166 | 53.94165809,9.306594428,43.10049819,44.63506366,124.3978211,25.0821266,0.871551213,17.5525,17.5404,16.73581,-17.874616,19.5841,Abnormal, 167 | 83.7031774,20.26822858,77.1105979,63.43494882,125.4801739,69.279571,0.73595883,33.8124,15.1125,14.38085,-20.214168,11.7348,Abnormal, 168 | 56.99140382,6.87408897,57.00900516,50.11731485,109.978045,36.81011057,0.555518055,33.3025,18.5683,16.03569,-0.718491,34.6601,Abnormal, 169 | 72.34359434,16.42078962,59.86901238,55.92280472,70.08257486,12.07264427,0.056944145,31.823,15.7134,9.36778,-33.489059,28.9479,Abnormal, 170 | 95.38259648,24.82263131,95.15763273,70.55996517,89.3075466,57.66084135,0.268276345,28.6901,7.2124,13.13055,-6.412477,19.9792,Abnormal, 171 | 44.25347645,1.101086714,38,43.15238973,98.27410705,23.9106354,0.180863626,9.971,12.4275,9.73836,-6.195062,25.57,Abnormal, 172 | 64.80954139,15.17407796,58.83999352,49.63546343,111.679961,21.40719845,0.303206157,25.2382,7.175,10.20296,-33.025711,17.1654,Abnormal, 173 | 78.40125389,14.04225971,79.69426258,64.35899418,104.7312342,12.39285327,0.842278621,29.9807,7.1135,13.21647,-29.71579,19.1168,Abnormal, 174 | 56.66829282,13.45820343,43.76970978,43.21008939,93.69220863,21.10812135,0.524781111,8.0015,18.1719,15.03453,-16.408583,33.2835,Abnormal, 175 | 50.82502875,9.064729049,56.29999999,41.7602997,78.99945411,23.04152435,0.051929588,29.3962,16.3725,11.35215,-26.496342,33.9151,Abnormal, 176 | 61.41173702,25.38436364,39.09686927,36.02737339,103.4045971,21.84340688,0.697750246,8.4084,15.698,12.90325,-27.124475,22.9564,Abnormal, 177 | 56.56382381,8.961261611,52.57784639,47.6025622,98.77711506,50.70187326,0.588947646,18.1451,13.9634,12.46567,0.74424,32.4471,Abnormal, 178 | 67.02766447,13.28150221,66.15040334,53.74616226,100.7154129,33.98913551,0.053300996,8.5072,13.34,12.63134,-21.818611,40.6229,Abnormal, 179 | 80.81777144,19.23898066,61.64245116,61.57879078,89.47183446,44.167602,0.080967648,23.0765,12.6822,11.71401,-32.340192,27.1091,Abnormal, 180 | 80.65431956,26.34437939,60.89811835,54.30994017,120.1034928,52.46755185,0.93160362,20.0845,18.4914,8.98429,-19.329173,31.0862,Abnormal, 181 | 68.72190982,49.4318636,68.0560124,19.29004622,125.0185168,54.69128928,0.3798954,17.4281,16.0009,14.48126,-31.852569,30.533,Abnormal, 182 | 37.90391014,4.47909896,24.71027447,33.42481118,157.848799,33.60702661,0.473130085,24.8271,17.5433,10.87176,-11.190833,29.909,Abnormal, 183 | 64.62400798,15.22530262,67.63216653,49.39870535,90.298468,31.32641123,0.781685896,24.7626,18.5975,13.0176,-20.526277,17.3548,Abnormal, 184 | 75.43774787,31.53945399,89.59999999,43.89829388,106.8295898,54.96578902,0.030341261,8.763,11.0399,16.74065,-22.735586,43.1209,Abnormal, 185 | 71.00194076,37.51577195,84.53709256,33.48616882,125.1642324,67.77118983,0.60269836,10.1025,14.5544,10.61123,-23.883075,38.7949,Abnormal, 186 | 81.05661087,20.80149217,91.78449512,60.2551187,125.430176,38.18178176,0.849081982,11.0201,10.3301,12.1325,-4.893491,29.244,Abnormal, 187 | 91.46874146,24.50817744,84.62027202,66.96056402,117.3078968,52.62304673,0.560009753,13.9263,12.1023,15.45998,-11.179414,30.316,Abnormal, 188 | 81.08232025,21.25584028,78.76675639,59.82647997,90.07187999,49.159426,0.817563954,16.7111,13.4438,13.7822,-23.922201,29.5953,Abnormal, 189 | 60.419932,5.265665422,59.8142356,55.15426658,109.0330745,30.26578534,0.916504638,35.031,18.2437,11.9537,-1.30467,34.2437,Abnormal, 190 | 85.68094951,38.65003527,82.68097744,47.03091424,120.8407069,61.95903428,0.807918832,24.8883,13.238,10.73285,0.627326,11.2469,Abnormal, 191 | 82.4065243,29.27642195,77.05456489,53.13010235,117.0422439,62.76534831,0.418463519,29.7716,16.189,8.58139,-31.511149,32.6221,Abnormal, 192 | 43.7182623,9.811985315,51.99999999,33.90627699,88.43424213,40.88092253,0.81109806,10.6583,16.9317,9.51271,-8.828259,12.1023,Abnormal, 193 | 86.472905,40.30376567,61.14101155,46.16913933,97.4041888,55.75222146,0.273687068,10.1834,10.416,16.38788,-11.786587,10.0888,Abnormal, 194 | 74.46908181,33.28315665,66.94210105,41.18592517,146.4660009,124.9844057,0.059381409,33.708,12.3988,10.01481,-27.349859,14.9309,Abnormal, 195 | 70.25043628,10.34012252,76.37007032,59.91031376,119.2370072,32.66650243,0.163594906,9.0344,11.9015,7.54207,-5.95662,43.8608,Abnormal, 196 | 72.64385013,18.92911726,67.99999999,53.71473287,116.9634162,25.38424676,0.438382061,13.0121,14.5781,13.75328,-21.282686,41.2131,Abnormal, 197 | 71.24176388,5.268270454,85.99958417,65.97349342,110.703107,38.2598637,0.506379066,23.0527,15.243,14.14875,-19.895641,8.6239,Abnormal, 198 | 63.7723908,12.76338484,65.36052425,51.00900596,89.82274067,55.99545386,0.276928366,24.5529,10.4232,14.9747,-22.28622,21.7822,Abnormal, 199 | 58.82837872,37.57787321,125.7423855,21.25050551,135.6294176,117.3146829,0.751482204,12.6576,15.9381,15.2392,-15.444826,7.2157,Abnormal, 200 | 74.85448008,13.90908417,62.69325884,60.9453959,115.2087008,33.17225512,0.82191484,20.4667,9.351,14.37763,4.230442,39.2266,Abnormal, 201 | 75.29847847,16.67148361,61.29620362,58.62699486,118.8833881,31.57582292,0.677506366,10.1345,12.2607,11.22559,-12.196755,31.7385,Abnormal, 202 | 63.36433898,20.02462134,67.49870507,43.33971763,130.9992576,37.55670552,0.659016993,34.2436,10.1943,15.12032,1.278801,39.9331,Abnormal, 203 | 67.51305267,33.2755899,96.28306169,34.23746278,145.6010328,88.30148594,0.575212433,9.1217,19.324,11.30614,-3.519343,28.2238,Abnormal, 204 | 76.31402766,41.93368293,93.2848628,34.38034472,132.2672855,101.2187828,0.218938743,31.5204,13.6555,12.22936,4.894807,16.5217,Abnormal, 205 | 73.63596236,9.711317947,62.99999999,63.92464442,98.72792982,26.97578722,0.198909407,30.8752,9.4553,11.84325,-34.729173,26.674,Abnormal, 206 | 56.53505139,14.37718927,44.99154663,42.15786212,101.7233343,25.77317356,0.052601671,31.0079,14.4887,14.17105,-31.121553,32.2469,Abnormal, 207 | 80.11157156,33.94243223,85.10160773,46.16913933,125.5936237,100.2921068,0.088561249,11.6503,16.1451,9.6995,4.44648,36.0749,Abnormal, 208 | 95.48022873,46.55005318,58.99999999,48.93017555,96.68390337,77.28307195,0.778847512,29.838,14.5939,12.2245,-21.695815,38.7849,Abnormal, 209 | 74.09473084,18.82372712,76.03215571,55.27100372,128.4057314,73.38821617,0.910885747,13.1813,10.1368,8.49572,-0.33713,11.6844,Abnormal, 210 | 87.67908663,20.36561331,93.82241589,67.31347333,120.9448288,76.73062904,0.57477539,23.8665,13.0473,9.41012,5.212541,28.6308,Abnormal, 211 | 48.25991962,16.41746236,36.32913708,31.84245726,94.88233607,28.34379914,0.388444626,16.1775,15.0636,13.79474,-8.044644,21.6135,Abnormal, 212 | 38.50527283,16.96429691,35.11281407,21.54097592,127.6328747,7.986683227,0.396363819,34.8106,12.7802,15.24996,-28.833891,18.0442,Normal, 213 | 54.92085752,18.96842952,51.60145541,35.952428,125.8466462,2.001642472,0.106174649,7.3907,11.3014,8.37076,-17.723457,9.8711,Normal, 214 | 44.36249017,8.945434892,46.90209626,35.41705528,129.220682,4.994195288,0.537574087,33.0601,7.808,11.3766,-5.202362,33.2503,Normal, 215 | 48.3189305,17.45212105,47.99999999,30.86680945,128.9803079,-0.910940567,0.744321935,36.6194,14.635,11.6271,-28.598802,10.3379,Normal, 216 | 45.70178875,10.65985935,42.5778464,35.0419294,130.1783144,-3.38890999,0.990034481,26.6333,18.3694,16.44832,-13.438814,34.2846,Normal, 217 | 30.74193812,13.35496594,35.90352597,17.38697218,142.4101072,-2.005372903,0.326835429,16.5218,18.0205,7.55792,2.00213,30.1215,Normal, 218 | 50.91310144,6.6769999,30.89652243,44.23610154,118.151531,-1.057985526,0.038359424,35.6096,13.0974,12.04558,-9.237245,31.722,Normal, 219 | 38.12658854,6.557617408,50.44507473,31.56897113,132.114805,6.338199339,0.023094566,19.7932,11.3293,14.17628,-30.312742,38.1538,Normal, 220 | 51.62467183,15.96934373,35,35.6553281,129.385308,1.00922834,0.00504538,32.42,13.8149,11.2849,-25.770956,35.6191,Normal, 221 | 64.31186727,26.32836901,50.95896417,37.98349826,106.1777511,3.118221289,0.379709586,7.9787,11.4337,13.81463,-30.220853,17.9129,Normal, 222 | 44.48927476,21.78643263,31.47415392,22.70284212,113.7784936,-0.284129366,0.547080375,23.9247,13.4464,9.27506,-8.230224,15.5635,Normal, 223 | 54.9509702,5.865353416,52.99999999,49.08561678,126.9703283,-0.631602951,0.777717236,16.7774,10.5263,16.4625,-31.937038,22.1518,Normal, 224 | 56.10377352,13.10630665,62.63701952,42.99746687,116.2285032,31.17276727,0.713860571,9.1686,16.5844,16.49071,-8.594772,7.7532,Normal, 225 | 69.3988184,18.89840693,75.96636144,50.50041147,103.5825398,-0.44366081,0.647608649,29.0187,13.1408,9.58711,-22.403652,12.5917,Normal, 226 | 89.83467631,22.63921678,90.56346144,67.19545953,100.5011917,3.040973261,0.379932692,9.4868,17.7556,10.98189,-16.891891,28.09,Normal, 227 | 59.72614016,7.724872599,55.34348527,52.00126756,125.1742214,3.235159224,0.08021879,26.2021,8.7872,7.46821,3.916838,43.4384,Normal, 228 | 63.95952166,16.06094486,63.12373633,47.8985768,142.3601245,6.298970934,0.134954068,31.7659,10.957,13.32169,-9.939014,31.3141,Normal, 229 | 61.54059876,19.67695713,52.89222856,41.86364163,118.6862678,4.815031084,0.212129265,14.4911,7.5117,12.11463,-19.934103,41.7304,Normal, 230 | 38.04655072,8.30166942,26.23683004,29.7448813,123.8034132,3.885773488,0.933377696,14.7528,11.1235,11.05746,5.412408,38.2581,Normal, 231 | 43.43645061,10.09574326,36.03222439,33.34070735,137.4396942,-3.114450861,0.283588696,36.0097,11.0132,8.51675,-23.90419,35.0749,Normal, 232 | 65.61180231,23.13791922,62.58217893,42.47388309,124.1280012,-4.083298414,0.997247491,30.0422,17.6222,13.39076,-16.36997,21.4495,Normal, 233 | 53.91105429,12.93931796,38.99999999,40.97173633,118.1930354,5.074353176,0.146745173,17.7116,17.7521,16.43174,0.138844,30.7846,Normal, 234 | 43.11795103,13.81574355,40.34738779,29.30220748,128.5177217,0.970926407,0.110795865,8.9802,15.1873,10.59114,-17.943314,33.0483,Normal, 235 | 40.6832291,9.148437195,31.02159252,31.53479191,139.1184721,-2.511618596,0.775688024,31.2682,13.6632,13.015,-4.591917,19.9869,Normal, 236 | 37.7319919,9.386298276,41.99999999,28.34569362,135.740926,13.68304672,0.465169721,28.9703,10.2016,11.24951,-19.160909,34.0011,Normal, 237 | 63.92947003,19.97109671,40.17704963,43.95837332,113.0659387,-11.05817866,0.412296214,19.7733,11.1443,7.97351,-7.809627,29.5091,Normal, 238 | 61.82162717,13.59710457,63.99999999,48.22452261,121.779803,1.296191194,0.629660667,17.9906,13.6082,8.34518,-10.939434,20.7594,Normal, 239 | 62.14080535,13.96097523,57.99999999,48.17983012,133.2818339,4.955105669,0.122419736,33.8766,16.3819,9.66244,-16.783645,43.8402,Normal, 240 | 69.00491277,13.29178975,55.5701429,55.71312302,126.6116215,10.83201105,0.385073208,35.4534,7.4752,7.76405,-11.716465,13.0886,Normal, 241 | 56.44702568,19.44449915,43.5778464,37.00252653,139.1896903,-1.859688529,0.076818991,11.2853,16.1623,14.93052,-12.656406,40.5705,Normal, 242 | 41.6469159,8.835549101,36.03197484,32.8113668,116.5551679,-6.054537956,0.098119047,10.0549,8.7771,8.64451,-5.079724,29.4263,Normal, 243 | 51.52935759,13.51784732,35,38.01151027,126.7185156,13.92833085,0.863545131,33.2628,11.087,12.42093,-15.259539,18.2936,Normal, 244 | 39.08726449,5.536602477,26.93203835,33.55066201,131.5844199,-0.75946135,0.252511739,26.2684,12.6508,12.36056,-34.071611,43.7183,Normal, 245 | 34.64992241,7.514782784,42.99999999,27.13513962,123.9877408,-4.082937601,0.419743489,29.72,15.279,16.49241,-3.437709,21.8868,Normal, 246 | 63.02630005,27.33624023,51.60501665,35.69005983,114.5066078,7.439869802,0.577847158,11.2203,14.0752,7.38995,6.635051,13.4565,Normal, 247 | 47.80555887,10.68869819,53.99999999,37.11686068,125.3911378,-0.402523218,0.750423593,32.8112,12.0502,15.65862,-4.137017,39.6199,Normal, 248 | 46.63786363,15.85371711,39.99999999,30.78414653,119.3776026,9.06458168,0.478970567,23.5284,11.0671,7.58202,5.157255,17.469,Normal, 249 | 49.82813487,16.73643493,28,33.09169994,121.4355585,1.91330704,0.487833677,30.4187,15.5507,15.89565,-28.277945,22.042,Normal, 250 | 47.31964755,8.573680295,35.56025198,38.74596726,120.5769719,1.630663508,0.634019655,27.8268,15.313,13.47998,-1.889282,37.7836,Normal, 251 | 50.75329025,20.23505957,37,30.51823068,122.343516,2.288487746,0.147745134,28.9054,14.5673,11.98326,-26.881964,10.3342,Normal, 252 | 36.15782981,-0.810514093,33.62731353,36.96834391,135.9369096,-2.092506504,0.332027235,10.4752,17.1414,13.60366,-12.162522,28.3449,Normal, 253 | 40.74699612,1.835524271,49.99999999,38.91147185,139.2471502,0.668556793,0.277170683,11.196,16.527,15.75651,-28.284145,7.4324,Normal, 254 | 42.91804052,-5.845994341,57.99999999,48.76403486,121.6068586,-3.362044654,0.542970928,12.4697,8.5981,9.07771,-27.62739,12.7281,Normal, 255 | 63.79242525,21.34532339,65.99999999,42.44710185,119.5503909,12.38260373,0.607879237,21.5605,8.0233,8.72676,-8.842283,34.5721,Normal, 256 | 72.95564397,19.57697146,61.00707117,53.37867251,111.2340468,0.813491154,0.409585847,25.4781,12.4063,7.05411,-9.04664,16.8122,Normal, 257 | 67.53818154,14.65504222,58.00142908,52.88313932,123.6322597,25.9702063,0.330438834,8.351,9.9145,16.25839,-27.302888,25.0493,Normal, 258 | 54.75251965,9.752519649,47.99999999,45,123.0379985,8.235294118,0.385732443,28.1386,14.9326,13.57371,-18.445718,13.8497,Normal, 259 | 50.16007802,-2.970024337,41.99999999,53.13010235,131.8024914,-8.290203373,0.308798826,17.9008,16.4723,8.02315,-34.615429,9.9615,Normal, 260 | 40.34929637,10.19474845,37.96774659,30.15454792,128.0099272,0.458901373,0.170983426,12.8223,13.9897,10.31438,-30.255112,18.7992,Normal, 261 | 63.61919213,16.93450781,49.34926218,46.68468432,117.0897469,-0.357811974,0.9539319,15.5713,9.9518,15.09867,-26.758834,40.4129,Normal, 262 | 54.14240778,11.93511014,42.99999999,42.20729763,122.2090834,0.153549242,0.354894839,22.1191,9.3492,14.34981,-19.444964,40.8512,Normal, 263 | 74.97602148,14.92170492,53.73007172,60.05431656,105.6453997,1.594747729,0.318966687,13.2564,11.3042,13.47166,-20.789258,41.2149,Normal, 264 | 42.51727249,14.37567126,25.32356538,28.14160123,128.9056892,0.75702014,0.625180876,35.6342,18.7123,8.97822,-14.510574,22.6375,Normal, 265 | 33.78884314,3.675109986,25.5,30.11373315,128.3253556,-1.776111234,0.389858261,9.673,11.3129,13.23731,-2.244119,10.2925,Normal, 266 | 54.5036853,6.819910138,46.99999999,47.68377516,111.7911722,-4.406769011,0.509022104,28.2247,18.7158,12.21306,5.672553,43.6689,Normal, 267 | 48.17074627,9.594216702,39.71092029,38.57652956,135.6233101,5.360050572,0.859959636,21.7568,14.418,12.55075,-24.517621,18.4675,Normal, 268 | 46.37408781,10.21590237,42.69999999,36.15818544,121.2476572,-0.54202201,0.95599665,34.9209,8.8496,12.75813,3.332207,9.3333,Normal, 269 | 52.86221391,9.410371613,46.98805181,43.4518423,123.0912395,1.856659161,0.226819134,21.8843,15.3118,13.91499,-32.013803,17.6135,Normal, 270 | 57.1458515,16.48909145,42.84214764,40.65676005,113.8061775,5.0151857,0.223549676,25.7485,9.5092,7.06295,-31.862036,24.3522,Normal, 271 | 37.14014978,16.48123972,24,20.65891006,125.0143609,7.366425398,0.851140631,10.7294,18.2159,9.4178,-31.427534,35.7839,Normal, 272 | 51.31177106,8.875541276,56.99999999,42.43622979,126.4722584,-2.144043911,0.46741327,22.7101,10.5134,10.13608,5.738583,36.7874,Normal, 273 | 42.51561014,16.54121618,41.99999999,25.97439396,120.631941,7.876730692,0.040763821,16.7193,15.9657,8.1948,-33.380627,30.2644,Normal, 274 | 39.35870531,7.011261806,37,32.3474435,117.8187599,1.904048199,0.58775384,29.1291,9.8168,15.93402,-8.871793,12.5514,Normal, 275 | 35.8775708,1.112373561,43.45725694,34.76519724,126.9239062,-1.632238263,0.793121083,10.7594,11.0116,7.92836,-5.852864,22.7358,Normal, 276 | 43.1919153,9.976663803,28.93814927,33.21525149,123.4674001,1.741017579,0.300086307,12.799,17.7684,7.77773,-35.077537,27.5972,Normal, 277 | 67.28971201,16.7175142,50.99999999,50.5721978,137.5917777,4.960343813,0.233195482,23.3207,13.7148,10.46265,-9.187554,27.8587,Normal, 278 | 51.32546366,13.63122319,33.25857782,37.69424047,131.3061224,1.78886965,0.417720656,29.8852,12.3509,11.99547,-34.927709,19.3766,Normal, 279 | 65.7563482,13.20692644,43.99999999,52.54942177,129.3935728,-1.982120038,0.72753665,33.264,17.5228,8.31382,6.972071,31.7892,Normal, 280 | 40.41336566,-1.329412398,30.98276809,41.74277806,119.3356546,-6.173674823,0.456246663,27.1984,16.4107,7.95631,-11.376063,23.331,Normal, 281 | 48.80190855,18.01776202,51.99999999,30.78414653,139.1504066,10.44286169,0.10501352,26.1245,19.2659,8.31303,-22.690688,39.6096,Normal, 282 | 50.08615264,13.43004422,34.45754051,36.65610842,119.1346221,3.089484465,0.744332895,31.9991,15.1042,14.46625,-7.052293,15.9536,Normal, 283 | 64.26150724,14.49786554,43.90250363,49.76364169,115.3882683,5.951454368,0.033702747,32.2615,15.3692,16.31794,-4.179409,32.9659,Normal, 284 | 53.68337998,13.44702168,41.58429713,40.23635831,113.9137026,2.737035292,0.702208022,24.7795,11.4937,10.80051,-30.625194,41.901,Normal, 285 | 48.99595771,13.11382047,51.87351997,35.88213725,126.3981876,0.535471617,0.732730192,33.7477,7.5426,15.7409,-6.421289,11.9857,Normal, 286 | 59.16761171,14.56274875,43.19915768,44.60486296,121.0356423,2.830504124,0.693905676,24.8746,14.7433,8.02792,-33.650471,16.7094,Normal, 287 | 67.80469442,16.55066167,43.25680184,51.25403274,119.6856451,4.867539941,0.03615827,18.4894,15.4016,13.86568,-17.473008,39.3526,Normal, 288 | 61.73487533,17.11431203,46.89999999,44.6205633,120.9201997,3.087725997,0.455056082,8.866,14.9831,8.27541,-0.48876,24.9564,Normal, 289 | 33.04168754,-0.324678459,19.0710746,33.366366,120.3886112,9.354364925,0.167308823,17.196,11.2466,9.14463,-29.11456,40.9249,Normal, 290 | 74.56501543,15.72431994,58.61858244,58.84069549,105.417304,0.599247113,0.117780016,18.0547,15.6236,10.54562,-32.494544,16.6229,Normal, 291 | 44.43070103,14.17426387,32.2434952,30.25643716,131.7176127,-3.604255336,0.126792054,15.1269,7.9912,12.23055,-26.340144,32.3929,Normal, 292 | 36.42248549,13.87942449,20.24256187,22.543061,126.0768612,0.179717077,0.686409465,8.3909,10.87,7.27404,-26.195988,21.8465,Normal, 293 | 51.07983294,14.20993529,35.95122893,36.86989765,115.8037111,6.905089963,0.705725568,24.1378,12.6652,13.92353,-3.478546,28.7425,Normal, 294 | 34.75673809,2.631739646,29.50438112,32.12499844,127.1398495,-0.460894198,0.281611979,24.1257,11.2762,11.54866,-12.02522,44.3412,Normal, 295 | 48.90290434,5.587588658,55.49999999,43.31531568,137.1082886,19.85475919,0.215175297,29.8825,9.9608,10.86798,1.956131,23.7274,Normal, 296 | 46.23639915,10.0627701,37,36.17362905,128.0636203,-5.100053328,0.860783838,9.5912,15.1769,16.49989,-22.420021,40.2061,Normal, 297 | 46.42636614,6.620795049,48.09999999,39.80557109,130.3500956,2.449382401,0.515439224,9.1955,10.6369,15.11344,2.963625,23.0719,Normal, 298 | 39.65690201,16.20883944,36.67485694,23.44806258,131.922009,-4.968979881,0.794716755,31.3737,18.3533,13.16102,-6.652617,26.3297,Normal, 299 | 45.57548229,18.75913544,33.77414297,26.81634684,116.7970069,3.131909921,0.514212483,24.2526,12.9572,12.40401,-12.363109,31.9668,Normal, 300 | 66.50717865,20.89767207,31.72747138,45.60950658,128.9029049,1.517203356,0.787252431,12.8877,11.8978,9.2322,-14.824364,43.8409,Normal, 301 | 82.90535054,29.89411893,58.25054221,53.01123161,110.7089577,6.079337831,0.827146263,12.5622,12.3646,16.61754,-15.758791,35.9458,Normal, 302 | 50.67667667,6.461501271,35,44.2151754,116.5879699,-0.214710615,0.021178285,18.7846,8.007,9.74352,-1.228604,14.2547,Normal, 303 | 89.01487529,26.07598143,69.02125897,62.93889386,111.4810746,6.061508401,0.544504889,27.0219,13.3731,11.04819,-3.5053,33.4196,Normal, 304 | 54.60031622,21.48897426,29.36021618,33.11134196,118.3433212,-1.471067262,0.962907494,30.8554,11.4198,13.82322,-5.606449,18.5514,Normal, 305 | 34.38229939,2.062682882,32.39081996,32.31961651,128.3001991,-3.365515555,0.581168695,12.0774,16.6255,7.20496,-31.374823,29.5748,Normal, 306 | 45.07545026,12.30695118,44.58317718,32.76849908,147.8946372,-8.941709421,0.932921843,32.1169,14.3037,10.64326,-31.198847,11.2307,Normal, 307 | 47.90356517,13.61668819,36,34.28687698,117.4490622,-4.245395422,0.129744031,7.8433,14.7484,8.51707,-15.728927,11.5472,Normal, 308 | 53.93674778,20.72149628,29.22053381,33.21525149,114.365845,-0.421010392,0.047913469,19.1986,18.1972,7.08745,6.013843,43.8693,Normal, 309 | 61.44659663,22.6949683,46.17034732,38.75162833,125.6707246,-2.707879517,0.081070436,16.2059,13.5565,8.89572,3.564463,18.4151,Normal, 310 | 45.25279209,8.693157364,41.5831264,36.55963472,118.5458418,0.214750167,0.159250601,14.7334,16.0928,9.75922,5.767308,33.7192,Normal, 311 | 33.84164075,5.073991409,36.64123294,28.76764934,123.9452436,-0.199249089,0.674504089,19.3825,17.6963,13.72929,1.783007,40.6049,Normal, 312 | --------------------------------------------------------------------------------